Starting Dynare (version 7.1).
Calling Dynare with arguments: nograph nointeractive
Starting preprocessing of the model file ...
Substitution of endo leads >= 2: added 18 auxiliary variables and equations.
Substitution of endo lags >= 2: added 49 auxiliary variables and equations.
Found 137 equation(s).
Evaluating expressions...
Computing static model derivatives (order 1).
Normalizing the static model...
Normalization failed with cutoff, trying symbolic normalization...
Finding the optimal block decomposition of the static model...
40 block(s) found:
  37 recursive block(s) and 3 simultaneous block(s).
  the largest simultaneous block has 37 equation(s)
                                 and 37 feedback variable(s).
Computing dynamic model derivatives (order 2).
Normalizing the dynamic model...
Finding the optimal block decomposition of the dynamic model...
9 block(s) found:
  6 recursive block(s) and 3 simultaneous block(s).
  the largest simultaneous block has 41 equation(s)
                                 and 38 feedback variable(s).
Preprocessing completed.
Preprocessing time: 0h00m00s.

STEADY-STATE RESULTS:

RR_kor            		 1.5
RR_kor_BAR        		 1.5
RS_kor            		 4.5
UNR_kor           		 3.6083
UNR_kor_GAP       		 0
UNR_kor_BAR       		 3.6083
UNR_G_kor         		 0
Y_kor             		 0
LGDP_kor          		 0
LGDP_kor_BAR      		 0
G_kor             		 4.2925
GROWTH_kor        		 1.07313
GROWTH4_kor       		 4.2925
GROWTH4_kor_BAR   		 4.2925
BLT_kor           		 0
BLT_kor_BAR       		 0
E                 		 0
BLT_kor_GAP       		 0
LCPI_kor          		 0
PIE_kor           		 0.75
PIE_kor4          		 3
PIE_E_kor4        		 3
CA_kor            		 0
CA                		 0
LS_kor            		 0
LS_kor_BAR        		 0
S_G_kor           		 0
S_kor             		 0
LDEF_kor          		 0
DEF_kor           		 0.548575
DEF_kor4          		 2.1943
RR_us             		 2
RR_us_BAR         		 2
RS_us             		 4.4982
Y_us              		 0
LGDP_us           		 0
LGDP_us_BAR       		 0
G_us              		 2.3
GROWTH_us         		 0.575
GROWTH4_us        		 2.3
GROWTH4_us_BAR    		 2.3
BLT_us            		 0
BLT_us_BAR        		 0
E_us              		 0
BLT_us_GAP        		 0
LCPI_us           		 0
PIE_us            		 0.62455
PIE_us4           		 2.4982
TPREM             		 0.39
RCD_kor           		 1.89
RCD_kor_BAR       		 1.89
CD_kor            		 4.89
LHOUSE_kor        		 0
HOUSE_kor         		 1.05
HOUSE_kor4        		 4.2
LOIL_us           		 0
PIE_OIL_us        		 2.46908
PIE_OIL_us4       		 9.8763
PIE_OIL_kor       		 2.46908
PIE_OIL_kor4      		 9.8763
TPREM_CB          		 0.7419
RCB_kor           		 3.0064
RCB_kor_BAR       		 3.0064
CB_kor            		 6.0064
GE_kor            		 7.5885
TPREM_TB          		 0.7645
RTB_kor           		 2.2645
RTB_kor_BAR       		 2.2645
TB_kor            		 5.2645
RES_CB_kor        		 0

EIGENVALUES:
         Modulus             Real        Imaginary
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
       2.711e-20        2.711e-20                0
        2.97e-18        -2.97e-18                0
       3.548e-18       -3.548e-18                0
       4.372e-18        4.372e-18                0
       7.083e-18        7.083e-18                0
       7.892e-18        7.892e-18                0
       8.031e-18       -8.031e-18                0
       1.022e-17       -1.022e-17                0
       1.485e-17        1.485e-17                0
         1.8e-17          1.8e-17                0
       2.651e-17       -2.651e-17                0
       2.858e-17        2.858e-17                0
       3.403e-17       -3.403e-17                0
       3.632e-17       -3.632e-17                0
       4.635e-17       -4.635e-17                0
        5.44e-17         5.44e-17                0
       5.817e-17        5.817e-17                0
       7.577e-17       -7.577e-17                0
       8.285e-17        8.285e-17                0
       1.236e-16        1.236e-16                0
       3.389e-16       -3.389e-16                0
       5.658e-16       -5.658e-16                0
       6.504e-09       -8.688e-16        6.504e-09
       6.504e-09       -8.688e-16       -6.504e-09
        4.56e-05        4.398e-05        1.203e-05
        4.56e-05        4.398e-05       -1.203e-05
        4.56e-05       -1.201e-05        4.399e-05
        4.56e-05       -1.201e-05       -4.399e-05
       4.561e-05        1.204e-05          4.4e-05
       4.561e-05        1.204e-05         -4.4e-05
       4.562e-05       -4.401e-05        1.202e-05
       4.562e-05       -4.401e-05       -1.202e-05
             0.1              0.1                0
             0.1              0.1                0
          0.1008           0.1008                0
             0.2              0.2                0
          0.3579           0.3579                0
          0.3939          -0.3939                0
             0.4             -0.4                0
          0.4264         -0.03884           0.4246
          0.4264         -0.03884          -0.4246
          0.4492         -0.06868           0.4439
          0.4492         -0.06868          -0.4439
          0.4588          -0.4588                0
          0.4679          -0.4679                0
          0.4861         -0.05163           0.4833
          0.4861         -0.05163          -0.4833
          0.4957         -0.05301           0.4929
          0.4957         -0.05301          -0.4929
             0.5              0.5                0
             0.5              0.5                0
             0.5              0.5                0
             0.5              0.5                0
           0.506           0.5048          0.03485
           0.506           0.5048         -0.03485
          0.5181           0.5181                0
          0.6652           0.6652                0
          0.6989           0.6981          0.03362
          0.6989           0.6981         -0.03362
             0.7              0.7                0
          0.7239           0.7059           0.1605
          0.7239           0.7059          -0.1605
             0.8              0.8                0
          0.8007           0.8007                0
          0.8369          -0.8369                0
          0.8506        -0.001899           0.8506
          0.8506        -0.001899          -0.8506
             0.9              0.9                0
             0.9              0.9                0
          0.9278           0.9278                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
           1.649            1.649                0
           1.708            1.708                0
           1.714            1.713          0.04529
           1.714            1.713         -0.04529
           2.154          -0.2278            2.141
           2.154          -0.2278           -2.141
           2.214          -0.2282            2.202
           2.214          -0.2282           -2.202
           2.234          -0.1939            2.226
           2.234          -0.1939           -2.226
           2.284           -2.284                0
           2.334           -2.334                0
           2.343           -2.343                0
           2.351            2.351                0
           2.483          -0.9697            2.285
           2.483          -0.9697           -2.285
           2.987            2.987                0
           3.249           -0.264            3.238
           3.249           -0.264           -3.238
           3.389           -3.389                0
           5.904            5.904                0
       1.056e+05        1.056e+05                0
       1.056e+05        -5.28e+04        9.145e+04
       1.056e+05        -5.28e+04       -9.145e+04
             Inf             -Inf                0

There are 25 eigenvalue(s) larger than 1 in modulus for 25 forward-looking variable(s).
The order and rank conditions are verified.


You did not declare endogenous variables after the estimation/calib_smoother command.
Forecasts will be computed for the 70 endogenous variables of
your model, this can take a long time ....

Initial value of the log posterior (or likelihood): -6104.7914
Gradient norm  8446.7692
Minimum Hessian eigenvalue 5.2247e-07
Maximum Hessian eigenvalue 1434250.6536
 
Iteration 1
Correct for low angle: 0.00047738
Predicted improvement:      549.375890056
lambda =          1; f =         6438.4351633
lambda =    0.33333; f =         6140.1603730
lambda =    0.11111; f =         6108.2081306
lambda =   0.037037; f =         6105.0244861
lambda =   0.012346; f =         6104.7921373
lambda =  0.0041152; f =         6100.3086032
lambda =  0.0079555; f =         6100.3446157
Norm of dx     26.016
Predicted improvement: 35673955.049487740
lambda =          1; f =      1661556.2588635
lambda =    0.33333; f =       189504.8163992
lambda =    0.11111; f =        26304.2094304
lambda =   0.037037; f =         8290.9028356
lambda =   0.012346; f =         6329.4180851
lambda =  0.0041152; f =         6124.7085867
lambda =  0.0013717; f =         6105.9188683
lambda = 0.00045725; f =         6104.7930079
lambda = 0.00015242; f =         5592.0792691
lambda = 5.0805e-05; f =         5094.9498178
lambda = 1.6935e-05; f =         5400.5167715
Norm of dx     8446.8
Gradient step!!
Predicted improvement:        0.121587727
lambda =          1; f =         5094.7064708
lambda =     1.9332; f =         5094.4790743
lambda =     3.7372; f =         5094.0386549
lambda =     7.2247; f =         5093.1843410
lambda =     13.967; f =         5091.5231210
lambda =         27; f =         5088.2838059
lambda =     52.196; f =         5081.9740459
lambda =      100.9; f =         5069.9516105
lambda =     195.07; f =         5049.0984649
lambda =      377.1; f =         5021.7574503
lambda =        729; f =         5005.0491170
Norm of dx  0.0010763
Done for param stderr RES_RR_kor_BAR =   0.9992; f = 5005.0491
Predicted improvement:        0.000265558
lambda =          1; f =         5005.0485859
lambda =     1.9332; f =         5005.0480903
lambda =     3.7372; f =         5005.0471321
lambda =     7.2247; f =         5005.0452800
lambda =     13.967; f =         5005.0416995
lambda =         27; f =         5005.0347786
lambda =     52.196; f =         5005.0214017
lambda =      100.9; f =         5004.9955510
lambda =     195.07; f =         5004.9456124
lambda =      377.1; f =         5004.8492059
lambda =        729; f =         5004.6633494
lambda =     1409.3; f =         5004.3060850
lambda =     2724.4; f =         5003.6238424
lambda =     5266.8; f =         5002.3434455
lambda =      10182; f =         5000.0863933
lambda =      19683; f =         4998.3298586
Norm of dx 1.0798e-05
Done for param stderr RES_RS_kor =   0.1075; f = 4998.3299
Predicted improvement:        0.000832405
lambda =          1; f =         4998.3281948
lambda =     1.9332; f =         4998.3266442
lambda =     3.7372; f =         4998.3236520
lambda =     7.2247; f =         4998.3178878
lambda =     13.967; f =         4998.3068202
lambda =         27; f =         4998.2857067
lambda =     52.196; f =         4998.2459423
lambda =      100.9; f =         4998.1729443
lambda =     195.07; f =         4998.0460495
lambda =      377.1; f =         4997.8519414
lambda =        729; f =         4997.6546563
Norm of dx 3.5525e-05
Done for param stderr RES_UNR_kor_GAP =   0.2403; f = 4997.6547
Predicted improvement:        0.000348458
lambda =          1; f =         4997.6539598
lambda =     1.9332; f =         4997.6533112
lambda =     3.7372; f =         4997.6520606
lambda =     7.2247; f =         4997.6496554
lambda =     13.967; f =         4997.6450523
lambda =         27; f =         4997.6363242
lambda =     52.196; f =         4997.6200771
lambda =      100.9; f =         4997.5910458
lambda =     195.07; f =         4997.5466117
lambda =      377.1; f =         4997.6041102
lambda =     253.92; f =         4997.5330242
Norm of dx 0.00012532
Done for param stderr RES_UNR_kor_BAR =   0.0751; f = 4997.5330
Predicted improvement:        0.009309259
lambda =          1; f =         4997.5144243
lambda =     1.9332; f =         4997.4970992
lambda =     3.7372; f =         4997.4636944
lambda =     7.2247; f =         4997.3994448
lambda =     13.967; f =         4997.2764631
lambda =         27; f =         4997.0432857
lambda =     52.196; f =         4996.6095371
lambda =      100.9; f =         4995.8340603
lambda =     195.07; f =         4994.5645162
lambda =      377.1; f =         4992.9075388
Norm of dx  0.0001237
Done for param stderr RES_UNR_G_kor =   0.1705; f = 4992.9075
Predicted improvement:        0.025011481
lambda =          1; f =         4992.8575202
lambda =     1.9332; f =         4992.8108545
lambda =     3.7372; f =         4992.7206707
lambda =     7.2247; f =         4992.5464393
lambda =     13.967; f =         4992.2100299
lambda =         27; f =         4991.5612240
lambda =     52.196; f =         4990.3126742
lambda =      100.9; f =         4987.9201552
lambda =     195.07; f =         4983.3727338
lambda =      377.1; f =         4974.8631746
lambda =        729; f =         4959.4022760
lambda =     1409.3; f =         4932.8119425
lambda =     2724.4; f =         4891.3972551
lambda =     5266.8; f =         4837.0722808
Norm of dx 4.6556e-05
Done for param stderr RES_Y_kor =   0.8403; f = 4837.0723
Predicted improvement:        0.208336651
lambda =          1; f =         4836.6546559
lambda =     1.9332; f =         4836.2632137
lambda =     3.7372; f =         4835.5017105
lambda =     7.2247; f =         4834.0113600
lambda =     13.967; f =         4831.0592172
lambda =         27; f =         4825.0637575
lambda =     52.196; f =         4812.1967289
lambda =      100.9; f =         4780.4938549
lambda =     195.07; f =         5044.2193896
lambda =     131.35; f =         4753.6947168
lambda =     166.52; f =         4717.1966651
lambda =     211.12; f =         6104.7916157
lambda =      183.1; f =         4728.1553370
lambda =     199.43; f =         6645.9852767
lambda =     189.47; f =         4788.7178281
Norm of dx  0.0019114
Done for param stderr RES_LGDP_kor_BAR =   0.0697; f = 4717.1967
Predicted improvement:        0.822165843
lambda =          1; f =         4715.9900283
lambda =     1.9332; f =         4715.5235531
Norm of dx   0.015255
Done for param stderr RES_G_kor =   0.2330; f = 4715.5236
Predicted improvement:        0.240371806
lambda =          1; f =         4715.0418469
lambda =     1.9332; f =         4714.5905847
lambda =     3.7372; f =         4713.7133997
lambda =     7.2247; f =         4711.9993789
lambda =     13.967; f =         4708.6155734
lambda =         27; f =         4701.7958156
lambda =     52.196; f =         4687.4488274
lambda =      100.9; f =         4654.4261360
lambda =     195.07; f =         4692.3855531
lambda =     131.35; f =         4630.1803830
lambda =     166.52; f =         4608.1298585
lambda =     211.12; f =         6099.2616292
lambda =      183.1; f =         4623.3628521
lambda =     199.43; f =         4756.5407574
lambda =     189.47; f =         4648.2245800
lambda =     195.39; f =         4695.9488705
lambda =     191.82; f =         4663.2336832
Norm of dx   0.046354
Done for param stderr RES_BLT_kor =   2.2766; f = 4608.1299
Predicted improvement:        0.001465459
lambda =          1; f =         4608.1269271
lambda =     1.9332; f =         4608.1241932
lambda =     3.7372; f =         4608.1189123
lambda =     7.2247; f =         4608.1087191
lambda =     13.967; f =         4608.0890727
lambda =         27; f =         4608.0513121
lambda =     52.196; f =         4607.9791327
lambda =      100.9; f =         4607.8426404
lambda =     195.07; f =         4607.5900488
lambda =      377.1; f =         4607.1432469
lambda =        729; f =         4606.4309617
lambda =     1409.3; f =         4605.5968665
Norm of dx  0.0019704
Done for param stderr RES_BLT_kor_BAR =   7.7775; f = 4605.5969
Predicted improvement:        0.034986753
lambda =          1; f =         4605.5269947
lambda =     1.9332; f =         4605.4619742
lambda =     3.7372; f =         4605.3367760
lambda =     7.2247; f =         4605.0965968
lambda =     13.967; f =         4604.6391351
lambda =         27; f =         4603.7798595
lambda =     52.196; f =         4602.2088906
lambda =      100.9; f =         4599.4848825
lambda =     195.07; f =         4595.2364853
lambda =      377.1; f =         4589.9651711
Norm of dx 0.00020024
Done for param stderr RES_PIE_kor =   0.4084; f = 4589.9652
Predicted improvement:        0.002953399
lambda =          1; f =         4589.9592653
lambda =     1.9332; f =         4589.9537551
lambda =     3.7372; f =         4589.9431055
lambda =     7.2247; f =         4589.9225275
lambda =     13.967; f =         4589.8827833
lambda =         27; f =         4589.8060890
lambda =     52.196; f =         4589.6583550
lambda =      100.9; f =         4589.3748314
lambda =     195.07; f =         4588.8351946
lambda =      377.1; f =         4587.8297800
lambda =        729; f =         4586.0951355
lambda =     1409.3; f =         4585.5214872
Norm of dx 0.00015729
Done for param stderr RES_PIE_E_kor4 =   0.1024; f = 4585.5215
Predicted improvement:        0.118530965
lambda =          1; f =         4585.2847808
lambda =     1.9332; f =         4585.0645346
lambda =     3.7372; f =         4584.6405143
lambda =     7.2247; f =         4583.8273224
lambda =     13.967; f =         4582.2793078
lambda =         27; f =         4579.3742790
lambda =     52.196; f =         4574.0700642
lambda =      100.9; f =         4564.8786544
lambda =     195.07; f =         4550.4553617
lambda =      377.1; f =         4531.7315055
Norm of dx  0.0019533
Done for param stderr RES_CA_kor =   2.7423; f = 4531.7315
Predicted improvement:        0.232848701
lambda =          1; f =         4531.2682939
lambda =     1.9332; f =         4530.8405106
lambda =     3.7372; f =         4530.0257948
lambda =     7.2247; f =         4528.4966541
lambda =     13.967; f =         4525.7112149
lambda =         27; f =         4520.9510082
lambda =     52.196; f =         4513.9183695
lambda =      100.9; f =         4506.9483712
Norm of dx   0.015206
Done for param stderr RES_LS_kor_BAR =   2.5368; f = 4506.9484
Predicted improvement:        0.004315829
lambda =          1; f =         4506.9397294
lambda =     1.9332; f =         4506.9316488
lambda =     3.7372; f =         4506.9159868
lambda =     7.2247; f =         4506.8855780
lambda =     13.967; f =         4506.8264791
lambda =         27; f =         4506.7127200
lambda =     52.196; f =         4506.5147291
lambda =      100.9; f =         4506.6733021
Norm of dx  0.0026673
Done for param stderr RES_S_G_kor =   0.3610; f = 4506.5147
Predicted improvement:        0.005337698
lambda =          1; f =         4506.5040543
lambda =     1.9332; f =         4506.4940949
lambda =     3.7372; f =         4506.4748475
lambda =     7.2247; f =         4506.4376606
lambda =     13.967; f =         4506.3658531
lambda =         27; f =         4506.2273411
lambda =     52.196; f =         4505.9607101
lambda =      100.9; f =         4505.4495084
lambda =     195.07; f =         4504.4770607
lambda =      377.1; f =         4502.6556770
lambda =        729; f =         4499.3492607
lambda =     1409.3; f =         4493.7250674
lambda =     2724.4; f =         4485.4359757
lambda =     5266.8; f =         4476.9586359
Norm of dx 0.00032306
Done for param stderr RES_S_kor =   3.7072; f = 4476.9586
Predicted improvement:        0.023852686
lambda =          1; f =         4476.9109491
lambda =     1.9332; f =         4476.8664813
lambda =     3.7372; f =         4476.7806059
lambda =     7.2247; f =         4476.6149252
lambda =     13.967; f =         4476.2958719
lambda =         27; f =         4475.6836790
lambda =     52.196; f =         4474.5171637
lambda =      100.9; f =         4472.3240042
lambda =     195.07; f =         4468.3054665
lambda =      377.1; f =         4461.2959437
lambda =        729; f =         4450.1627785
lambda =     1409.3; f =         4435.3918766
Norm of dx 7.6755e-05
Done for param stderr RES_DEF_kor =   0.4856; f = 4435.3919
Predicted improvement:        0.000029943
lambda =          1; f =         4435.3918166
lambda =     1.9332; f =         4435.3917607
lambda =     3.7372; f =         4435.3916526
lambda =     7.2247; f =         4435.3914435
lambda =     13.967; f =         4435.3910393
lambda =         27; f =         4435.3902578
lambda =     52.196; f =         4435.3887462
lambda =      100.9; f =         4435.3858212
lambda =     195.07; f =         4435.3801563
lambda =      377.1; f =         4435.3691667
lambda =        729; f =         4435.3477778
lambda =     1409.3; f =         4435.3058922
lambda =     2724.4; f =         4435.2229161
lambda =     5266.8; f =         4435.0550574
lambda =      10182; f =         4434.7030990
lambda =      19683; f =         4433.9240767
lambda =      38051; f =         4432.0867780
lambda =      73559; f =         4427.5966736
lambda =  1.422e+05; f =         4417.3824655
lambda =  2.749e+05; f =         4400.6476963
lambda = 5.3144e+05; f =         4390.9665360
lambda = 1.0274e+06; f =         4409.0247036
Norm of dx 3.6114e-06
Done for param stderr RES_RR_us_BAR =   2.1600; f = 4390.9665
Predicted improvement:        0.005488493
lambda =          1; f =         4390.9555600
lambda =     1.9332; f =         4390.9453181
lambda =     3.7372; f =         4390.9255205
lambda =     7.2247; f =         4390.8872552
lambda =     13.967; f =         4390.8133078
lambda =         27; f =         4390.6704529
lambda =     52.196; f =         4390.3946573
lambda =      100.9; f =         4389.8628693
lambda =     195.07; f =         4388.8399411
lambda =      377.1; f =         4386.8813779
lambda =        729; f =         4383.1646948
lambda =     1409.3; f =         4376.2311150
lambda =     2724.4; f =         4363.7089725
lambda =     5266.8; f =         4342.4243370
lambda =      10182; f =         4310.0383933
lambda =      19683; f =         4269.5669117
Norm of dx 1.3419e-05
Done for param stderr RES_Y_us =   0.8660; f = 4269.5669
Predicted improvement:        0.066097414
lambda =          1; f =         4269.4346399
lambda =     1.9332; f =         4269.3110638
lambda =     3.7372; f =         4269.0717777
lambda =     7.2247; f =         4268.6077255
lambda =     13.967; f =         4267.7050874
lambda =         27; f =         4265.9390281
lambda =     52.196; f =         4262.4431440
lambda =      100.9; f =         4255.3563025
lambda =     195.07; f =         4240.2295577
lambda =      377.1; f =         4203.6012796
lambda =        729; f =         6104.7913896
lambda =     490.87; f =         4173.4225913
lambda =     622.33; f =         4140.9029559
lambda =     789.01; f =         6104.7926727
lambda =      684.3; f =         4298.7728693
lambda =     628.27; f =         4141.6761825
lambda =     661.31; f =         4172.2220449
lambda =     696.09; f =         4550.1289383
lambda =     675.01; f =         4222.5530273
Norm of dx 0.00053703
Done for param stderr RES_LGDP_us_BAR =   0.0535; f = 4140.9030
Predicted improvement:        4.989886656
lambda =          1; f =         4139.9444875
lambda =    0.33333; f =         4138.1869836
lambda =    0.64439; f =         4137.2978569
Norm of dx   0.081648
Done for param stderr RES_G_us =   0.1465; f = 4137.2979
Predicted improvement:        0.212307480
lambda =          1; f =         4136.8724971
lambda =     1.9332; f =         4136.4742014
lambda =     3.7372; f =         4135.7004763
lambda =     7.2247; f =         4134.1905203
lambda =     13.967; f =         4131.2169388
lambda =         27; f =         4125.2531485
lambda =     52.196; f =         4112.8265785
lambda =      100.9; f =         4084.6040201
lambda =     195.07; f =         4010.9181756
lambda =      377.1; f =         6129.6498936
lambda =     253.92; f =         6104.8001543
lambda =     200.28; f =         4007.9500782
lambda =     230.92; f =         4080.7951061
Norm of dx   0.039715
Done for param stderr RES_BLT_us =   2.0366; f = 4007.9501
Predicted improvement:        0.003021745
lambda =          1; f =         4007.9440477
lambda =     1.9332; f =         4007.9384440
lambda =     3.7372; f =         4007.9276758
lambda =     7.2247; f =         4007.9071004
lambda =     13.967; f =         4007.8682195
lambda =         27; f =         4007.7963468
lambda =     52.196; f =         4007.6693614
lambda =      100.9; f =         4007.4663722
lambda =     195.07; f =         4007.2204619
Norm of dx  0.0074414
Done for param stderr RES_BLT_us_BAR =   6.4521; f = 4007.2205
Predicted improvement:        4.470429377
lambda =          1; f =         3999.0891024
lambda =     1.9332; f =         3992.7936886
lambda =     3.7372; f =         3983.4364239
lambda =     7.2247; f =         3972.7315285
Norm of dx   0.015074
Done for param stderr RES_PIE_us =   0.4155; f = 3972.7315
Predicted improvement:        0.371490705
lambda =          1; f =         3971.9993420
lambda =     1.9332; f =         3971.3352162
lambda =     3.7372; f =         3970.1020040
lambda =     7.2247; f =         3967.8972119
lambda =     13.967; f =         3964.2386705
lambda =         27; f =         3959.0254593
Norm of dx  0.0020531
Done for param stderr RES_CD_kor =   0.3824; f = 3959.0255
Predicted improvement:        1.427341699
lambda =          1; f =         4218.5813732
lambda =    0.33333; f =         3958.0021759
lambda =    0.64439; f =         3957.4270988
lambda =     1.2457; f =         6104.7944655
lambda =     0.8388; f =         3961.5013098
lambda =    0.66161; f =         3957.4739316
lambda =    0.76285; f =         3958.4728214
lambda =    0.70038; f =         3957.6736001
Norm of dx     0.2641
Done for param stderr RES_RCD_kor_BAR =   0.1032; f = 3957.4271
Predicted improvement:        1.644509661
lambda =          1; f =         3954.6538274
lambda =     1.9332; f =         3952.8686136
lambda =     3.7372; f =         3951.0810826
Norm of dx   0.053415
Done for param stderr RES_HOUSE_kor =   1.2030; f = 3951.0811
Predicted improvement:        2.090290674
lambda =          1; f =         3946.9331654
lambda =     1.9332; f =         3943.1206054
lambda =     3.7372; f =         3935.9057059
lambda =     7.2247; f =         3922.5161563
lambda =     13.967; f =         3898.5645941
lambda =         27; f =         3858.5263040
lambda =     52.196; f =         3799.1924911
Norm of dx   0.024264
Done for param stderr RES_OIL_us =   6.2753; f = 3799.1925
Predicted improvement:       12.902521603
lambda =          1; f =         6109.5453446
lambda =    0.33333; f =         6105.1444513
lambda =    0.11111; f =         6104.7956632
lambda =   0.037037; f =         3798.4997769
lambda =   0.071599; f =         3820.7037943
lambda =   0.048211; f =         3798.9354392
lambda =   0.038027; f =         3798.5085755
Norm of dx     2.3792
Done for param stderr RES_RCB_kor_BAR =   0.1108; f = 3798.4998
Predicted improvement:        1.076639924
lambda =          1; f =         3796.6907002
lambda =     1.9332; f =         3795.5478819
lambda =     3.7372; f =         3794.5059884
Norm of dx    0.45395
Done for param stderr RES_GE_kor =  11.6968; f = 3794.5060
Predicted improvement:        1.139037089
lambda =          1; f =         3793.2221595
Norm of dx    0.02749
Done for param stderr RES_TB_kor =   0.3320; f = 3793.2222
Predicted improvement:        0.022046536
lambda =          1; f =         3793.2039951
Norm of dx   0.010887
Done for param stderr RES_RTB_kor_BAR =   0.1126; f = 3793.2040
Predicted improvement:        1.424386450
lambda =          1; f =         3790.4489321
lambda =     1.9332; f =         3788.0397866
lambda =     3.7372; f =         3783.7900088
lambda =     7.2247; f =         3776.9059225
lambda =     13.967; f =         3767.4836590
Norm of dx  0.0055731
Done for param stderr RES_RES_CB_kor =   0.4245; f = 3767.4837
Predicted improvement:        0.194642413
lambda =          1; f =         3767.0939186
lambda =     1.9332; f =         3766.7293983
lambda =     3.7372; f =         3766.0224617
lambda =     7.2247; f =         3764.6473904
lambda =     13.967; f =         3761.9575467
lambda =         27; f =         3756.6401467
lambda =     52.196; f =         3745.9465625
lambda =      100.9; f =         3724.5305606
lambda =     195.07; f =         3740.6470382
Norm of dx  0.0019538
Done for param gamma_kor1 =   0.7247; f = 3724.5306
Predicted improvement:        0.005218176
lambda =          1; f =         3724.5201285
lambda =     1.9332; f =         3724.5104012
lambda =     3.7372; f =         3724.4916177
lambda =     7.2247; f =         3724.4553848
lambda =     13.967; f =         3724.3856360
lambda =         27; f =         3724.2519071
lambda =     52.196; f =         3723.9975417
lambda =      100.9; f =         3723.5214605
lambda =     195.07; f =         3722.6605342
lambda =      377.1; f =         3721.2262238
lambda =        729; f =         3719.3967724
Norm of dx 0.00028425
Done for param gamma_kor3 =   0.2824; f = 3719.3968
Predicted improvement:        0.158065486
lambda =          1; f =         3719.0821273
lambda =     1.9332; f =         3718.7911750
lambda =     3.7372; f =         3718.2359622
lambda =     7.2247; f =         3717.1894062
lambda =     13.967; f =         3715.2640436
lambda =         27; f =         3711.8931518
lambda =     52.196; f =         3706.6059673
lambda =      100.9; f =         3700.6274895
Norm of dx  0.0026726
Done for param beta_kor1 =   0.2220; f = 3700.6275
Predicted improvement:        0.144118759
lambda =          1; f =         3700.3409595
lambda =     1.9332; f =         3700.0766655
lambda =     3.7372; f =         3699.5743063
lambda =     7.2247; f =         3698.6361060
lambda =     13.967; f =         3696.9572234
lambda =         27; f =         3694.5797120
lambda =     52.196; f =         6104.7946162
lambda =     35.146; f =         6104.7914897
lambda =     27.721; f =         3694.5402565
lambda =     31.963; f =         6104.7913795
lambda =     29.346; f =         3694.6063761
lambda =     30.889; f =         3695.5506498
Norm of dx  0.0027114
Done for param beta_kor2 =   0.0094; f = 3694.5403
Predicted improvement:        0.000322487
lambda =          1; f =         3694.5396131
lambda =     1.9332; f =         3694.5390156
lambda =     3.7372; f =         3694.5378686
lambda =     7.2247; f =         3694.5356810
lambda =     13.967; f =         3694.5315636
lambda =         27; f =         3694.5240167
lambda =     52.196; f =         3694.5109469
lambda =      100.9; f =         3694.4911985
lambda =     195.07; f =         3694.4725976
Norm of dx 9.2266e-05
Done for param beta_kor3 =   0.1277; f = 3694.4726
Predicted improvement:        3.641354357
lambda =          1; f =         3690.7353712
Norm of dx    0.36022
Done for param lambda_kor1 =   0.1897; f = 3690.7354
Predicted improvement:        0.035372656
lambda =          1; f =         3690.6648499
lambda =     1.9332; f =         3690.5994420
lambda =     3.7372; f =         3690.4741024
lambda =     7.2247; f =         3690.2359779
lambda =     13.967; f =         3689.7916276
lambda =         27; f =         3688.9954645
lambda =     52.196; f =         3687.7227199
lambda =      100.9; f =         3686.8534101
Norm of dx  0.0010609
Done for param lambda_kor2 =   0.0326; f = 3686.8534
Predicted improvement:        0.004327764
lambda =          1; f =         3686.8447599
lambda =     1.9332; f =         3686.8366976
lambda =     3.7372; f =         3686.8211391
lambda =     7.2247; f =         3686.7911638
lambda =     13.967; f =         3686.7335979
lambda =         27; f =         3686.6237380
lambda =     52.196; f =         3686.4166805
lambda =      100.9; f =         3686.0362446
lambda =     195.07; f =         3685.3746382
lambda =      377.1; f =         3684.3693862
lambda =        729; f =         3683.4338162
Norm of dx 7.1365e-05
Done for param lambda_kor3 =   0.7314; f = 3683.4338
Predicted improvement:        0.786540195
lambda =          1; f =         3681.9208721
lambda =     1.9332; f =         3680.6358472
lambda =     3.7372; f =         3678.5667440
lambda =     7.2247; f =         3676.2586493
Norm of dx   0.031936
Done for param alpha_kor1 =   0.5623; f = 3676.2586
Predicted improvement:        0.442108425
lambda =          1; f =         3675.3831776
lambda =     1.9332; f =         3674.5819926
lambda =     3.7372; f =         3673.0764796
lambda =     7.2247; f =         3670.3286695
lambda =     13.967; f =         3665.6304598
lambda =         27; f =         3658.9043694
lambda =     52.196; f =         3655.8862223
Norm of dx  0.0038586
Done for param alpha_kor2 =   0.0639; f = 3655.8862
Predicted improvement:        0.001181928
lambda =          1; f =         3655.8838588
lambda =     1.9332; f =         3655.8816533
lambda =     3.7372; f =         3655.8773896
lambda =     7.2247; f =         3655.8691468
lambda =     13.967; f =         3655.8532116
lambda =         27; f =         3655.8224035
lambda =     52.196; f =         3655.7628377
lambda =      100.9; f =         3655.6476552
lambda =     195.07; f =         3655.4248726
lambda =      377.1; f =         3654.9937763
lambda =        729; f =         3654.1588981
lambda =     1409.3; f =         3652.5398879
lambda =     2724.4; f =         3649.3956885
lambda =     5266.8; f =         3643.3069424
lambda =      10182; f =         3632.0437000
lambda =      19683; f =         3624.2623706
Norm of dx 1.3018e-05
Done for param gamma_us1 =   0.8788; f = 3624.2624
Predicted improvement:        0.002491264
lambda =          1; f =         3624.2573894
lambda =     1.9332; f =         3624.2527429
lambda =     3.7372; f =         3624.2437658
lambda =     7.2247; f =         3624.2264312
lambda =     13.967; f =         3624.1929943
lambda =         27; f =         3624.1286302
lambda =     52.196; f =         3624.0052300
lambda =      100.9; f =         3623.7704879
lambda =     195.07; f =         3623.3307593
lambda =      377.1; f =         3622.5320049
lambda =        729; f =         3621.1710374
lambda =     1409.3; f =         3619.1683050
lambda =     2724.4; f =         3617.3061479
Norm of dx 0.00020975
Done for param gamma_us2 =   2.0801; f = 3617.3061
Predicted improvement:        1.745016520
lambda =          1; f =         3613.8888833
lambda =     1.9332; f =         3610.8277727
lambda =     3.7372; f =         3605.2428731
lambda =     7.2247; f =         3595.5946512
lambda =     13.967; f =         3580.6526297
lambda =         27; f =         3562.4177489
Norm of dx  0.0078287
Done for param beta_us1 =   0.4997; f = 3562.4177
Predicted improvement:        0.034715840
lambda =          1; f =         3562.3484796
lambda =     1.9332; f =         3562.2841330
lambda =     3.7372; f =         3562.1605433
lambda =     7.2247; f =         3561.9246169
lambda =     13.967; f =         3561.4796509
lambda =         27; f =         3560.6605223
lambda =     52.196; f =         3559.2270313
lambda =      100.9; f =         3556.9937756
lambda =     195.07; f =         3554.5745958
Norm of dx 0.00048916
Done for param beta_us2 =   0.0704; f = 3554.5746
Predicted improvement:        0.056535049
lambda =          1; f =         3554.4617827
lambda =     1.9332; f =         3554.3569771
lambda =     3.7372; f =         3554.1556831
lambda =     7.2247; f =         3553.7716586
lambda =     13.967; f =         3553.0500823
lambda =         27; f =         3551.7489867
lambda =     52.196; f =         3549.7689400
lambda =      100.9; f =         6104.7914203
lambda =     67.943; f =         3549.1710647
lambda =      86.14; f =         3550.0558326
Norm of dx  0.0046471
Done for param lambda_us1 =   0.1465; f = 3549.1711
Predicted improvement:        0.001162991
lambda =          1; f =         3549.1687388
lambda =     1.9332; f =         3549.1665684
lambda =     3.7372; f =         3549.1623727
lambda =     7.2247; f =         3549.1542623
lambda =     13.967; f =         3549.1385853
lambda =         27; f =         3549.1082864
lambda =     52.196; f =         3549.0497414
lambda =      100.9; f =         3548.9366689
lambda =     195.07; f =         3548.7184743
lambda =      377.1; f =         3548.2981426
lambda =        729; f =         3547.4910965
lambda =     1409.3; f =         3545.9516630
lambda =     2724.4; f =         3543.0535718
lambda =     5266.8; f =         3537.7452840
lambda =      10182; f =         3528.6046238
lambda =      19683; f =         3515.2689293
lambda =      38051; f =         3506.6609996
Norm of dx 7.0357e-06
Done for param lambda_us2 =   0.0808; f = 3506.6610
Predicted improvement:        0.036978369
lambda =          1; f =         3506.5904807
lambda =     1.9332; f =         3506.5308199
lambda =     3.7372; f =         3506.4320628
lambda =     7.2247; f =         3506.3018192
Norm of dx  0.0025462
Done for param rho_oil1 =   0.8902; f = 3506.3018
Predicted improvement:        0.021780388
lambda =          1; f =         3506.2588647
lambda =     1.9332; f =         3506.2198711
lambda =     3.7372; f =         3506.1474611
lambda =     7.2247; f =         3506.0184979
lambda =     13.967; f =         3505.8097495
lambda =         27; f =         3505.5534982
Norm of dx  0.0032651
Done for param gamma_kor2 =   1.5907; f = 3505.5535
Sequence of univariate steps!!
Actual dxnorm 12.2293
FVAL          3505.5535
Improvement   2599.2379
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 34.0285 s.
 
Iteration 2
Correct for low angle: 5.17514e-05
Predicted improvement:     5053.095717175
lambda =          1; f =        19466.4177266
lambda =    0.33333; f =         5271.7617662
lambda =    0.11111; f =         3699.5983911
lambda =   0.037037; f =         3526.4411064
lambda =   0.012346; f =         3507.6667084
lambda =  0.0041152; f =         3505.7267627
lambda =  0.0013717; f =         3505.5584625
lambda = 0.00045725; f =         3528.4649303
lambda = 0.00015242; f =         3509.9751952
lambda = 5.0805e-05; f =         3506.8284376
lambda = 1.6935e-05; f =         3505.7708443
lambda =  5.645e-06; f =         3505.5562978
lambda = 1.8817e-06; f =         3505.5420436
Norm of dx     2738.7
Predicted improvement:   272343.482505698
lambda =          1; f =       213361.3201069
lambda =    0.33333; f =        26730.1161373
lambda =    0.11111; f =         6057.6526725
lambda =   0.037037; f =         3780.4038832
lambda =   0.012346; f =         3533.6275172
lambda =  0.0041152; f =         3508.1256165
lambda =  0.0013717; f =         3505.7356112
lambda = 0.00045725; f =         3505.5623456
lambda = 0.00015242; f =         3785.2584206
lambda = 5.0805e-05; f =         3483.5613216
lambda = 9.8216e-05; f =         3491.2521402
lambda = 6.6133e-05; f =         3480.9454074
Norm of dx     738.03
Gradient step!!
Correct for low angle: 2.25044e-05
Predicted improvement:    11615.455134203
lambda =          1; f =        42885.6921786
lambda =    0.33333; f =         7869.4154084
lambda =    0.11111; f =         3986.7022097
lambda =   0.037037; f =         3557.8609802
lambda =   0.012346; f =         3511.0195407
lambda =  0.0041152; f =         3506.0542581
lambda =  0.0013717; f =         3505.5808603
lambda = 0.00045725; f =         3711.9969001
lambda = 0.00015242; f =         3490.8952221
lambda = 5.0805e-05; f =         3484.6335124
lambda = 1.6935e-05; f =         3482.1364197
lambda =  5.645e-06; f =         3481.2221427
lambda = 1.8817e-06; f =         3481.0007376
lambda = 6.2723e-07; f =         3480.9577537
lambda = 2.0908e-07; f =         3480.9487414
lambda = 6.9692e-08; f =         3480.9464275
lambda = 2.3231e-08; f =         3480.9457371
lambda = 7.7435e-09; f =         3480.9455161
lambda = 2.5812e-09; f =         3480.9454435
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3480.9406521
Norm of dx     6326.2
Predicted improvement:        0.022947319
lambda =          1; f =         3480.9174068
Norm of dx   0.016662
Done for param stderr RES_RR_kor_BAR =   0.9822; f = 3480.9174
Predicted improvement:        0.028313022
lambda =          1; f =         3480.8869833
Norm of dx  0.0043137
Done for param stderr RES_RS_kor =   0.1021; f = 3480.8870
Predicted improvement:        0.467605698
lambda =          1; f =         3479.9574119
lambda =     1.9332; f =         3479.1010174
lambda =     3.7372; f =         3477.4808997
lambda =     7.2247; f =         3474.5187687
lambda =     13.967; f =         3469.7806255
lambda =         27; f =         3468.4367749
Norm of dx  0.0049758
Done for param stderr RES_UNR_kor_GAP =   0.0935; f = 3468.4368
Predicted improvement:        0.007715731
lambda =          1; f =         3468.4226938
lambda =     1.9332; f =         3468.4119436
lambda =     3.7372; f =         3468.3975003
Norm of dx  0.0014263
Done for param stderr RES_UNR_kor_BAR =   0.0761; f = 3468.3975
Predicted improvement:        1.532883639
lambda =          1; f =         3465.6429218
lambda =     1.9332; f =         3463.7359283
lambda =     3.7372; f =         3462.9321038
Norm of dx   0.025413
Done for param stderr RES_UNR_G_kor =   0.0645; f = 3462.9321
Predicted improvement:        0.630320574
lambda =          1; f =         3461.6824015
lambda =     1.9332; f =         3460.5356882
lambda =     3.7372; f =         3458.3709167
lambda =     7.2247; f =         3454.3727121
lambda =     13.967; f =         3447.2892190
lambda =         27; f =         3435.6841427
lambda =     52.196; f =         3419.2511224
Norm of dx  0.0044128
Done for param stderr RES_Y_kor =   1.0911; f = 3419.2511
Predicted improvement:        2.681608644
lambda =          1; f =         3415.7898784
Norm of dx  0.0061207
Done for param stderr RES_LGDP_kor_BAR =   0.0522; f = 3415.7899
Predicted improvement:        0.167724475
lambda =          1; f =         3415.6169166
Norm of dx   0.011395
Done for param stderr RES_G_kor =   0.2225; f = 3415.6169
Predicted improvement:        0.078078573
lambda =          1; f =         3415.5544320
Norm of dx   0.087129
Done for param stderr RES_BLT_kor =   2.3639; f = 3415.5544
Predicted improvement:        0.018425291
lambda =          1; f =         3415.5318624
Norm of dx    0.23195
Done for param stderr RES_BLT_kor_BAR =   7.5457; f = 3415.5319
Predicted improvement:        0.901686727
lambda =          1; f =         3414.8001813
Norm of dx   0.039569
Done for param stderr RES_PIE_kor =   0.4513; f = 3414.8002
Predicted improvement:        1.133428429
lambda =          1; f =         3414.3743724
lambda =    0.33333; f =         3414.3256598
Norm of dx   0.051514
Done for param stderr RES_PIE_E_kor4 =   0.1229; f = 3414.3257
Predicted improvement:        2.173734022
lambda =          1; f =         3410.9074250
lambda =     1.9332; f =         3409.0980855
Norm of dx    0.24449
Done for param stderr RES_CA_kor =   3.2161; f = 3409.0981
Predicted improvement:        0.393106017
lambda =          1; f =         3408.4679616
lambda =     1.9332; f =         3408.1924462
Norm of dx    0.29672
Done for param stderr RES_LS_kor_BAR =   1.9631; f = 3408.1924
Predicted improvement:        0.434639737
lambda =          1; f =         3418.3982093
lambda =    0.33333; f =         3408.0686977
Norm of dx    0.26484
Done for param stderr RES_S_G_kor =   0.2724; f = 3408.0687
Predicted improvement:        0.215419398
lambda =          1; f =         3407.6721281
lambda =     1.9332; f =         3407.3615519
lambda =     3.7372; f =         3406.9123910
lambda =     7.2247; f =         3406.5446031
Norm of dx   0.092234
Done for param stderr RES_S_kor =   4.3740; f = 3406.5446
Predicted improvement:        0.250059911
lambda =          1; f =         3406.0516487
lambda =     1.9332; f =         3405.6043605
lambda =     3.7372; f =         3404.7734930
lambda =     7.2247; f =         3403.2876516
lambda =     13.967; f =         3400.8252461
lambda =         27; f =         3397.3524781
Norm of dx    0.00277
Done for param stderr RES_DEF_kor =   0.5744; f = 3397.3525
Predicted improvement:        0.365516542
lambda =          1; f =         3396.7592252
lambda =     1.9332; f =         3396.5078753
Norm of dx    0.35435
Done for param stderr RES_RR_us_BAR =   2.8453; f = 3396.5079
Predicted improvement:        2.967192624
lambda =          1; f =         3391.1192047
lambda =     1.9332; f =         3387.4869774
lambda =     3.7372; f =         3386.7038788
Norm of dx   0.076826
Done for param stderr RES_RS_us =   0.2081; f = 3386.7039
Predicted improvement:        0.356806843
lambda =          1; f =         3385.9954408
lambda =     1.9332; f =         3385.3435842
lambda =     3.7372; f =         3384.1082600
lambda =     7.2247; f =         3381.8101146
lambda =     13.967; f =         3377.6841702
lambda =         27; f =         3370.7660100
lambda =     52.196; f =         3360.6020562
lambda =      100.9; f =         3349.1996802
Norm of dx  0.0034371
Done for param stderr RES_Y_us =   1.2268; f = 3349.1997
Predicted improvement:        0.019562761
lambda =          1; f =         3349.1807182
Norm of dx 0.00089057
Done for param stderr RES_LGDP_us_BAR =   0.0538; f = 3349.1807
Predicted improvement:        0.007298203
lambda =          1; f =         3349.1731198
Norm of dx  0.0018312
Done for param stderr RES_G_us =   0.1490; f = 3349.1731
Predicted improvement:        0.120914974
lambda =          1; f =         3348.9643050
lambda =     1.9332; f =         3348.8262119
lambda =     3.7372; f =         3348.7009843
Norm of dx   0.041688
Done for param stderr RES_BLT_us =   2.1928; f = 3348.7010
Predicted improvement:        1.204826389
lambda =          1; f =         3347.7029567
Norm of dx     2.0196
Done for param stderr RES_BLT_us_BAR =   4.4325; f = 3347.7030
Predicted improvement:        0.898400432
lambda =          1; f =         3346.0901339
lambda =     1.9332; f =         3344.9938237
lambda =     3.7372; f =         3344.5503878
Norm of dx   0.022113
Done for param stderr RES_PIE_us =   0.3272; f = 3344.5504
Predicted improvement:        1.818412730
lambda =          1; f =         3341.7271389
lambda =     1.9332; f =         3340.3000942
Norm of dx   0.027979
Done for param stderr RES_CD_kor =   0.4468; f = 3340.3001
Predicted improvement:        0.030585563
lambda =          1; f =         3340.2674309
Norm of dx   0.008664
Done for param stderr RES_RCD_kor_BAR =   0.1130; f = 3340.2674
Predicted improvement:        0.352175138
lambda =          1; f =         3339.9928746
Norm of dx   0.075091
Done for param stderr RES_HOUSE_kor =   1.2788; f = 3339.9929
Predicted improvement:        1.476132407
lambda =          1; f =         3337.0696763
lambda =     1.9332; f =         3334.3934526
lambda =     3.7372; f =         3329.3570981
lambda =     7.2247; f =         3320.1096369
lambda =     13.967; f =         3303.8988999
lambda =         27; f =         3277.8109606
lambda =     52.196; f =         3241.8021113
Norm of dx   0.036463
Done for param stderr RES_OIL_us =   8.1839; f = 3241.8021
Predicted improvement:        0.004662427
lambda =          1; f =         3241.7971927
Norm of dx  0.0038192
Done for param stderr RES_RCB_kor_BAR =   0.1148; f = 3241.7972
Predicted improvement:        0.070931770
lambda =          1; f =         3241.7224532
Norm of dx    0.28679
Done for param stderr RES_GE_kor =  11.9837; f = 3241.7225
Predicted improvement:        0.117811281
lambda =          1; f =         3241.5860383
Norm of dx   0.010033
Done for param stderr RES_TB_kor =   0.3437; f = 3241.5860
Predicted improvement:        0.000162781
lambda =          1; f =         3241.5858737
Norm of dx 0.00075881
Done for param stderr RES_RTB_kor_BAR =   0.1146; f = 3241.5859
Predicted improvement:        0.577081220
lambda =          1; f =         3240.4870567
lambda =     1.9332; f =         3239.5569594
lambda =     3.7372; f =         3237.9974963
lambda =     7.2247; f =         3235.7545567
Norm of dx  0.0071354
Done for param stderr RES_RES_CB_kor =   0.4888; f = 3235.7546
Predicted improvement:        0.061365303
lambda =          1; f =         3235.6320190
lambda =     1.9332; f =         3235.5180278
lambda =     3.7372; f =         3235.2986625
lambda =     7.2247; f =         3234.8784473
lambda =     13.967; f =         3234.0814022
lambda =         27; f =         3232.6047210
lambda =     52.196; f =         3230.0481569
lambda =      100.9; f =         3226.7913226
lambda =     195.07; f =         3234.5777955
lambda =     131.35; f =         3226.5552297
Norm of dx 0.00065388
Done for param gamma_kor1 =   0.8237; f = 3226.5552
Predicted improvement:        0.718260954
lambda =          1; f =         3225.7747194
Norm of dx   0.099564
Done for param gamma_kor3 =   0.3820; f = 3225.7747
Predicted improvement:        0.029422730
lambda =          1; f =         3225.7407440
Norm of dx   0.013611
Done for param beta_kor1 =   0.2079; f = 3225.7407
Predicted improvement:        0.000215643
lambda =          1; f =         3225.7405052
Norm of dx 0.00018542
Done for param beta_kor2 =   0.0081; f = 3225.7405
Predicted improvement:        0.559904332
lambda =          1; f =         3225.6043218
lambda =    0.33333; f =         3225.4523183
lambda =    0.64439; f =         3225.3699470
Norm of dx   0.069351
Done for param beta_kor3 =   0.0827; f = 3225.3699
Predicted improvement:        0.022847632
lambda =          1; f =         3225.3421413
Norm of dx     0.0162
Done for param lambda_kor1 =   0.2062; f = 3225.3421
Predicted improvement:        0.231484684
lambda =          1; f =         3225.1418943
Norm of dx   0.017397
Done for param lambda_kor2 =   0.0518; f = 3225.1419
Predicted improvement:        0.338545740
lambda =          1; f =         3224.7745745
Norm of dx   0.018336
Done for param lambda_kor3 =   0.7137; f = 3224.7746
Predicted improvement:        0.131740826
lambda =          1; f =         3224.5894535
lambda =     1.9332; f =         3224.5510929
Norm of dx   0.032849
Done for param alpha_kor1 =   0.5006; f = 3224.5511
Predicted improvement:        0.078359320
lambda =          1; f =         3224.4794045
Norm of dx  0.0051617
Done for param alpha_kor2 =   0.0726; f = 3224.4794
Predicted improvement:        0.001334979
lambda =          1; f =         3224.4767847
lambda =     1.9332; f =         3224.4744302
lambda =     3.7372; f =         3224.4701264
lambda =     7.2247; f =         3224.4627378
lambda =     13.967; f =         3224.4519739
lambda =         27; f =         3224.4446019
Norm of dx 9.2944e-05
Done for param gamma_us1 =   0.8925; f = 3224.4446
Predicted improvement:        0.030492784
lambda =          1; f =         3224.3849704
lambda =     1.9332; f =         3224.3317762
lambda =     3.7372; f =         3224.2357169
lambda =     7.2247; f =         3224.0757251
lambda =     13.967; f =         3223.8655056
Norm of dx   0.013316
Done for param gamma_us2 =   1.8937; f = 3223.8655
Predicted improvement:        0.769390922
lambda =          1; f =         3222.8164893
Norm of dx    0.10994
Done for param gamma_us3 =   0.3335; f = 3222.8165
Predicted improvement:        0.045940986
lambda =          1; f =         3222.7435185
lambda =     1.9332; f =         3222.7088580
Norm of dx  0.0075639
Done for param beta_us1 =   0.4835; f = 3222.7089
Predicted improvement:        0.178925714
lambda =          1; f =         3222.5327908
Norm of dx   0.016067
Done for param beta_us2 =   0.0547; f = 3222.5328
Predicted improvement:        0.058752740
lambda =          1; f =         3222.4170556
lambda =     1.9332; f =         3222.3121724
lambda =     3.7372; f =         3222.1175827
lambda =     7.2247; f =         3221.7699575
lambda =     13.967; f =         3221.1934980
lambda =         27; f =         3220.3843362
Norm of dx  0.0040735
Done for param lambda_us1 =   0.2580; f = 3220.3843
Predicted improvement:        0.168909874
lambda =          1; f =         3220.1023096
lambda =     1.9332; f =         3219.9391089
Norm of dx  0.0069279
Done for param lambda_us2 =   0.0959; f = 3219.9391
Predicted improvement:        0.034673604
lambda =          1; f =         3219.9072814
Norm of dx   0.008244
Done for param lambda_us3 =   0.4441; f = 3219.9073
Predicted improvement:        0.294481752
lambda =          1; f =         3219.7877503
lambda =    0.33333; f =         3219.7642454
lambda =    0.64439; f =         3219.7246612
Norm of dx   0.037421
Done for param rho_oil1 =   0.8655; f = 3219.7247
Predicted improvement:        2.175242133
lambda =          1; f =         3230.8153373
lambda =    0.33333; f =         3220.2028895
lambda =    0.11111; f =         3219.4652079
Norm of dx    0.59522
Done for param gamma_kor2 =   1.6571; f = 3219.4652
Sequence of univariate steps!!
Actual dxnorm 3.1308
FVAL          3219.4652
Improvement   286.0883
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 22.6861 s.
 
Iteration 3
Correct for low angle: 4.08213e-07
Predicted improvement:   640166.377698073
lambda =          1; f = 203207235359.9327087
lambda =    0.33333; f =  22578561593.8104324
lambda =    0.11111; f =   2508724272.6765232
lambda =   0.037037; f =    278747452.0745847
lambda =   0.012346; f =     30973950.6087394
lambda =  0.0041152; f =      3444128.4164337
lambda =  0.0013717; f =       385448.2274939
lambda = 0.00045725; f =        45657.8507965
lambda = 0.00015242; f =         7924.3568990
lambda = 5.0805e-05; f =         3738.7439045
lambda = 1.6935e-05; f =         3276.0082712
lambda =  5.645e-06; f =         3225.3706932
lambda = 1.8817e-06; f =         3220.0034598
lambda = 6.2723e-07; f =         3219.4934886
lambda = 2.0908e-07; f =         3268.2240903
lambda = 6.9692e-08; f =         3219.8382724
lambda = 2.3231e-08; f =         3219.4706996
lambda = 7.7435e-09; f =         3219.4588063
Norm of dx 4.5079e+05
Predicted improvement:   161337.613511630
lambda =          1; f =         3380.9476841
lambda =    0.33333; f =         3235.5363706
lambda =    0.11111; f =         3221.0523725
lambda =   0.037037; f =         3219.6127756
lambda =   0.012346; f =         3219.4764541
lambda =  0.0041152; f =         3219.4660052
lambda =  0.0013717; f =         3219.4652241
lambda = 0.00045725; f =         3292.0516645
lambda = 0.00015242; f =         3224.8136013
lambda = 5.0805e-05; f =         3212.4223384
Norm of dx     568.05
Gradient step!!
Predicted improvement:        1.244449916
lambda =          1; f =         3210.6523223
lambda =     1.9332; f =         3210.0813438
Norm of dx   0.091237
Done for param stderr RES_RR_kor_BAR =   1.1600; f = 3210.0813
Predicted improvement:        0.000438310
lambda =          1; f =         3210.0809087
Norm of dx 0.00053019
Done for param stderr RES_RS_kor =   0.1039; f = 3210.0809
Predicted improvement:        1.986338912
lambda =          1; f =         3209.7611544
lambda =    0.33333; f =         3209.2282897
Norm of dx   0.033072
Done for param stderr RES_UNR_kor_GAP =   0.1264; f = 3209.2283
Predicted improvement:        0.970501692
lambda =          1; f =         3238.8908618
lambda =    0.33333; f =         3209.0149145
Norm of dx   0.071536
Done for param stderr RES_UNR_kor_BAR =   0.0605; f = 3209.0149
Predicted improvement:        0.216429628
lambda =          1; f =         3208.8233058
Norm of dx  0.0094159
Done for param stderr RES_UNR_G_kor =   0.0569; f = 3208.8233
Predicted improvement:        2.232197574
lambda =          1; f =         3204.6575297
lambda =     1.9332; f =         3201.2643408
lambda =     3.7372; f =         3195.8542896
lambda =     7.2247; f =         3188.7258491
Norm of dx   0.037809
Done for param stderr RES_Y_kor =   1.3704; f = 3188.7258
Predicted improvement:        1.537694440
lambda =          1; f =         3187.2081601
Norm of dx   0.010137
Done for param stderr RES_LGDP_kor_BAR =   0.0559; f = 3187.2082
Predicted improvement:        0.019503635
lambda =          1; f =         3187.1882124
Norm of dx  0.0036667
Done for param stderr RES_G_kor =   0.2262; f = 3187.1882
Predicted improvement:        0.033902501
lambda =          1; f =         3187.1554777
Norm of dx   0.055515
Done for param stderr RES_BLT_kor =   2.3084; f = 3187.1555
Predicted improvement:        1.124476847
lambda =          1; f =         3186.0438016
Norm of dx     2.4494
Done for param stderr RES_BLT_kor_BAR =   5.0963; f = 3186.0438
Predicted improvement:        0.000365145
lambda =          1; f =         3186.0434357
Norm of dx 0.00083513
Done for param stderr RES_PIE_kor =   0.4522; f = 3186.0434
Predicted improvement:        0.183745031
lambda =          1; f =         3185.8322324
Norm of dx   0.018077
Done for param stderr RES_PIE_E_kor4 =   0.1423; f = 3185.8322
Predicted improvement:        0.235759211
lambda =          1; f =         3185.5541351
Norm of dx    0.15383
Done for param stderr RES_CA_kor =   3.3701; f = 3185.5541
Predicted improvement:        0.189459116
lambda =          1; f =         3185.3003975
Norm of dx       0.26
Done for param stderr RES_LS_kor_BAR =   1.7031; f = 3185.3004
Predicted improvement:        0.013304377
lambda =          1; f =         3185.2858067
Norm of dx     0.0154
Done for param stderr RES_S_G_kor =   0.2879; f = 3185.2858
Predicted improvement:        0.425450202
lambda =          1; f =         3184.7440746
Norm of dx    0.35892
Done for param stderr RES_S_kor =   4.0150; f = 3184.7441
Predicted improvement:        0.770126066
lambda =          1; f =         3183.4153199
lambda =     1.9332; f =         3182.5190751
lambda =     3.7372; f =         3181.5578433
Norm of dx    0.02123
Done for param stderr RES_DEF_kor =   0.6576; f = 3181.5578
Predicted improvement:        2.453521066
lambda =          1; f =         3179.5261497
Norm of dx    0.60784
Done for param stderr RES_RR_us_BAR =   3.4535; f = 3179.5261
Predicted improvement:        1.265332366
lambda =          1; f =         3178.6953265
Norm of dx   0.084985
Done for param stderr RES_RS_us =   0.1234; f = 3178.6953
Predicted improvement:        1.341103989
lambda =          1; f =         3176.3314622
lambda =     1.9332; f =         3174.6377945
lambda =     3.7372; f =         3172.4930380
Norm of dx   0.052363
Done for param stderr RES_Y_us =   1.4250; f = 3172.4930
Predicted improvement:        0.000597062
lambda =          1; f =         3172.4924435
Norm of dx 0.00015056
Done for param stderr RES_LGDP_us_BAR =   0.0539; f = 3172.4924
Predicted improvement:        0.000023436
lambda =          1; f =         3172.4924201
Norm of dx 0.00010759
Done for param stderr RES_G_us =   0.1491; f = 3172.4924
Predicted improvement:        5.659504796
lambda =          1; f =         3193.7479803
lambda =    0.33333; f =         3174.8810834
lambda =    0.11111; f =         3172.0942995
Norm of dx     2.0368
Done for param stderr RES_BLT_us =   2.4195; f = 3172.0943
Predicted improvement:        0.011895070
lambda =          1; f =         3172.0872801
lambda =    0.33333; f =         3172.0882089
lambda =    0.64439; f =         3172.0858852
Norm of dx    0.19747
Done for param stderr RES_BLT_us_BAR =   4.3053; f = 3172.0859
Predicted improvement:        0.103417822
lambda =          1; f =         3171.9890807
Norm of dx   0.010359
Done for param stderr RES_PIE_us =   0.3388; f = 3171.9891
Predicted improvement:        0.338995207
lambda =          1; f =         3171.5417397
Norm of dx   0.019899
Done for param stderr RES_CD_kor =   0.4685; f = 3171.5417
Predicted improvement:        0.000617276
lambda =          1; f =         3171.5411096
Norm of dx  0.0014543
Done for param stderr RES_RCD_kor_BAR =   0.1145; f = 3171.5411
Predicted improvement:        0.014366181
lambda =          1; f =         3171.5268947
Norm of dx   0.015137
Done for param stderr RES_HOUSE_kor =   1.2635; f = 3171.5269
Predicted improvement:        3.177061921
lambda =          1; f =         3165.4667363
lambda =     1.9332; f =         3160.3078530
lambda =     3.7372; f =         3151.5329204
lambda =     7.2247; f =         3138.2381836
lambda =     13.967; f =         3122.1241263
Norm of dx    0.20424
Done for param stderr RES_OIL_us =  11.0380; f = 3122.1241
Predicted improvement:        0.000439810
lambda =          1; f =         3122.1236848
Norm of dx    0.02416
Done for param stderr RES_GE_kor =  12.0078; f = 3122.1237
Predicted improvement:        0.004329215
lambda =          1; f =         3122.1193555
Norm of dx  0.0022055
Done for param stderr RES_TB_kor =   0.3462; f = 3122.1194
Predicted improvement:        0.003360754
lambda =          1; f =         3122.1158409
Norm of dx  0.0032468
Done for param stderr RES_RTB_kor_BAR =   0.1143; f = 3122.1158
Predicted improvement:        1.157309520
lambda =          1; f =         3120.5009029
Norm of dx   0.034728
Done for param stderr RES_RES_CB_kor =   0.5272; f = 3120.5009
Predicted improvement:        0.931452059
lambda =          1; f =         3119.4076767
Norm of dx   0.017914
Done for param gamma_kor1 =   0.8423; f = 3119.4077
Predicted improvement:        0.020710679
lambda =          1; f =         3119.3796072
Norm of dx   0.016977
Done for param gamma_kor3 =   0.3988; f = 3119.3796
Predicted improvement:        0.038873044
lambda =          1; f =         3119.3402797
Norm of dx   0.016726
Done for param beta_kor1 =   0.2246; f = 3119.3403
Predicted improvement:        0.003818847
lambda =          1; f =         3119.3361993
Norm of dx 0.00076498
Done for param beta_kor2 =   0.0084; f = 3119.3362
Predicted improvement:        0.093109769
lambda =          1; f =         3119.2500938
Norm of dx   0.017895
Done for param beta_kor3 =   0.0649; f = 3119.2501
Predicted improvement:        0.013193822
lambda =          1; f =         3119.2364530
Norm of dx   0.014618
Done for param lambda_kor1 =   0.2209; f = 3119.2365
Predicted improvement:        0.010976051
lambda =          1; f =         3119.2232096
Norm of dx  0.0041091
Done for param lambda_kor2 =   0.0556; f = 3119.2232
Predicted improvement:        0.045851541
lambda =          1; f =         3119.1772544
Norm of dx  0.0072531
Done for param lambda_kor3 =   0.7210; f = 3119.1773
Predicted improvement:        0.220406099
lambda =          1; f =         3118.9635918
Norm of dx   0.054531
Done for param alpha_kor1 =   0.5551; f = 3118.9636
Predicted improvement:        0.002632647
lambda =          1; f =         3118.9609562
Norm of dx  0.0009095
Done for param alpha_kor2 =   0.0734; f = 3118.9610
Predicted improvement:        0.160260399
lambda =          1; f =         3118.8105990
Norm of dx  0.0044952
Done for param gamma_us1 =   0.8967; f = 3118.8106
Predicted improvement:        0.141418801
lambda =          1; f =         3118.6164770
Norm of dx    0.10356
Done for param gamma_us2 =   1.7900; f = 3118.6165
Predicted improvement:        0.075126244
lambda =          1; f =         3118.5545302
Norm of dx   0.056539
Done for param gamma_us3 =   0.3903; f = 3118.5545
Predicted improvement:        0.215998055
lambda =          1; f =         3118.3712953
Norm of dx   0.029522
Done for param beta_us1 =   0.4542; f = 3118.3713
Predicted improvement:        0.342275840
lambda =          1; f =         3118.0968519
Norm of dx    0.02164
Done for param beta_us2 =   0.0328; f = 3118.0969
Predicted improvement:        0.068477411
lambda =          1; f =         3117.9681860
lambda =     1.9332; f =         3117.8628146
lambda =     3.7372; f =         3117.6982338
lambda =     7.2247; f =         3117.5216886
Norm of dx   0.012143
Done for param lambda_us1 =   0.3464; f = 3117.5217
Predicted improvement:        0.014928812
lambda =          1; f =         3117.5107847
Norm of dx  0.0040978
Done for param lambda_us2 =   0.0924; f = 3117.5108
Predicted improvement:        0.002474756
lambda =          1; f =         3117.5083425
Norm of dx  0.0022124
Done for param lambda_us3 =   0.4419; f = 3117.5083
Predicted improvement:        0.010277883
lambda =          1; f =         3117.4979170
Norm of dx  0.0066211
Done for param rho_oil1 =   0.8721; f = 3117.4979
Predicted improvement:        0.007212161
lambda =          1; f =         3117.4908441
Norm of dx   0.012599
Done for param gamma_kor2 =   1.6445; f = 3117.4908
Sequence of univariate steps!!
Actual dxnorm 3.8733
FVAL          3117.4908
Improvement   101.9744
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 20.3302 s.
 
Iteration 4
Correct for low angle: 5.16923e-06
Predicted improvement:    50583.364379696
lambda =          1; f =  13204272506.9007072
lambda =    0.33333; f =   1467138282.0761464
lambda =    0.11111; f =    163016177.2751585
lambda =   0.037037; f =     18115027.5390715
lambda =   0.012346; f =      2015335.0797436
lambda =  0.0041152; f =       226625.0229638
lambda =  0.0013717; f =        27927.6163707
lambda = 0.00045725; f =         5866.1717474
lambda = 0.00015242; f =         3420.2415632
lambda = 5.0805e-05; f =         3150.2514691
lambda = 1.6935e-05; f =         3120.8458785
lambda =  5.645e-06; f =         3117.7763603
lambda = 1.8817e-06; f =         3117.5012259
lambda = 6.2723e-07; f =         3125.2395963
lambda = 2.0908e-07; f =         3117.7065614
lambda = 6.9692e-08; f =         3117.5038223
lambda = 2.3231e-08; f =         3117.4905445
lambda = 7.7435e-09; f =         3117.4902825
lambda =  1.497e-08; f =         3117.4901691
Norm of dx 1.1494e+05
Predicted improvement:    15493.411018165
lambda =          1; f =         3440.6727106
lambda =    0.33333; f =         3145.8981788
lambda =    0.11111; f =         3118.8017493
lambda =   0.037037; f =         3117.5535074
lambda =   0.012346; f =         3672.1367169
lambda =  0.0041152; f =         3352.2929000
lambda =  0.0013717; f =         3192.7903400
lambda = 0.00045725; f =         3129.8668423
lambda = 0.00015242; f =         3116.9463306
lambda = 5.0805e-05; f =         3116.4496871
Norm of dx     176.03
Gradient step!!
Correct for low angle: 4.81215e-06
Predicted improvement:    54322.625330406
lambda =          1; f =  15228578961.3163338
lambda =    0.33333; f =   1692060885.0141172
lambda =    0.11111; f =    188007465.5284928
lambda =   0.037037; f =     20891799.9837555
lambda =   0.012346; f =      2323852.9115417
lambda =  0.0041152; f =       260900.6450243
lambda =  0.0013717; f =        31734.6319379
lambda = 0.00045725; f =         6288.7094779
lambda = 0.00015242; f =         3467.0354510
lambda = 5.0805e-05; f =         3155.3989766
lambda = 1.6935e-05; f =         3121.4003223
lambda =  5.645e-06; f =         3117.8319009
lambda = 1.8817e-06; f =         3117.5051453
lambda = 6.2723e-07; f =         3129.3858972
lambda = 2.0908e-07; f =         3116.7727836
lambda = 6.9692e-08; f =         3116.4806525
lambda = 2.3231e-08; f =         3116.4541822
lambda = 7.7435e-09; f =         3116.4506091
lambda = 2.5812e-09; f =         3116.4499328
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3117.1585888
lambda = -2.0908e-07; f =         3116.5737876
lambda = -6.9692e-08; f =         3116.4634208
lambda = -2.3231e-08; f =         3116.4501017
lambda = -7.7435e-09; f =         3116.4493100
Norm of dx 1.2344e+05
Predicted improvement:        8.863174628
lambda =          1; f =         3143.2016148
lambda =    0.33333; f =         3119.4111731
lambda =    0.11111; f =         3115.7499514
Norm of dx     1.4004
Done for param stderr RES_RR_kor_BAR =   1.3163; f = 3115.7500
Predicted improvement:        0.002377238
lambda =          1; f =         3115.7474921
Norm of dx  0.0012211
Done for param stderr RES_RS_kor =   0.1040; f = 3115.7475
Predicted improvement:        0.207798687
lambda =          1; f =         3115.4611130
Norm of dx  0.0058012
Done for param stderr RES_UNR_kor_GAP =   0.1394; f = 3115.4611
Predicted improvement:        0.004003341
lambda =          1; f =         3115.4576033
Norm of dx  0.0019952
Done for param stderr RES_UNR_kor_BAR =   0.0602; f = 3115.4576
Predicted improvement:        0.024914415
lambda =          1; f =         3115.4338879
Norm of dx  0.0027833
Done for param stderr RES_UNR_G_kor =   0.0544; f = 3115.4339
Predicted improvement:        1.279441507
lambda =          1; f =         3113.1515626
lambda =     1.9332; f =         3111.4708392
lambda =     3.7372; f =         3109.2288490
Norm of dx   0.054954
Done for param stderr RES_Y_kor =   1.5782; f = 3109.2288
Predicted improvement:        0.080710407
lambda =          1; f =         3109.1536615
Norm of dx  0.0020201
Done for param stderr RES_LGDP_kor_BAR =   0.0569; f = 3109.1537
Predicted improvement:        0.001869767
lambda =          1; f =         3109.1517783
Norm of dx   0.001175
Done for param stderr RES_G_kor =   0.2274; f = 3109.1518
Predicted improvement:        0.135924493
lambda =          1; f =         3109.0351979
Norm of dx    0.10115
Done for param stderr RES_BLT_kor =   2.4097; f = 3109.0352
Predicted improvement:        0.972888791
lambda =          1; f =         3108.5061218
lambda =    0.33333; f =         3108.4953186
lambda =    0.64439; f =         3108.2236833
Norm of dx     2.7385
Done for param stderr RES_BLT_kor_BAR =   3.3316; f = 3108.2237
Predicted improvement:        0.005149236
lambda =          1; f =         3108.2185958
Norm of dx  0.0031803
Done for param stderr RES_PIE_kor =   0.4489; f = 3108.2186
Predicted improvement:        0.026730195
lambda =          1; f =         3108.1895328
Norm of dx  0.0091966
Done for param stderr RES_PIE_E_kor4 =   0.1519; f = 3108.1895
Predicted improvement:        0.401255376
lambda =          1; f =         3107.9565115
lambda =    0.33333; f =         3107.9900152
lambda =    0.64439; f =         3107.9179987
Norm of dx    0.28332
Done for param stderr RES_CA_kor =   3.5528; f = 3107.9180
Predicted improvement:        0.008151159
lambda =          1; f =         3107.9099843
Norm of dx   0.060895
Done for param stderr RES_LS_kor_BAR =   1.6422; f = 3107.9100
Predicted improvement:        0.000819417
lambda =          1; f =         3107.9091437
Norm of dx  0.0044202
Done for param stderr RES_S_G_kor =   0.2923; f = 3107.9091
Predicted improvement:        0.473562549
lambda =          1; f =         3107.4677245
Norm of dx    0.42064
Done for param stderr RES_S_kor =   3.5943; f = 3107.4677
Predicted improvement:        0.178225144
lambda =          1; f =         3107.2596307
Norm of dx   0.023952
Done for param stderr RES_DEF_kor =   0.6822; f = 3107.2596
Predicted improvement:        0.550636893
lambda =          1; f =         3106.8140272
Norm of dx    0.29199
Done for param stderr RES_RR_us_BAR =   3.7457; f = 3106.8140
Predicted improvement:        0.035836591
lambda =          1; f =         3106.7721941
Norm of dx  0.0070597
Done for param stderr RES_RS_us =   0.1316; f = 3106.7722
Predicted improvement:        0.504891009
lambda =          1; f =         3105.9689777
lambda =     1.9332; f =         3105.5516120
Norm of dx   0.058154
Done for param stderr RES_Y_us =   1.5383; f = 3105.5516
Predicted improvement:        0.134584020
lambda =          1; f =         3105.4344930
Norm of dx    0.10591
Done for param stderr RES_BLT_us =   2.5255; f = 3105.4345
Predicted improvement:        0.017956527
lambda =          1; f =         3105.4226895
Norm of dx    0.22289
Done for param stderr RES_BLT_us_BAR =   4.5282; f = 3105.4227
Predicted improvement:        0.004090773
lambda =          1; f =         3105.4186535
Norm of dx   0.002122
Done for param stderr RES_PIE_us =   0.3364; f = 3105.4187
Predicted improvement:        0.062705351
lambda =          1; f =         3105.3554280
Norm of dx   0.011333
Done for param stderr RES_CD_kor =   0.4804; f = 3105.3554
Predicted improvement:        0.000114860
lambda =          1; f =         3105.3553134
Norm of dx  0.0013216
Done for param stderr RES_HOUSE_kor =   1.2622; f = 3105.3553
Predicted improvement:        1.012130270
lambda =          1; f =         3103.4457422
lambda =     1.9332; f =         3101.8583124
lambda =     3.7372; f =         3099.2630349
lambda =     7.2247; f =         3095.7122394
Norm of dx    0.24264
Done for param stderr RES_OIL_us =  12.7914; f = 3095.7122
Predicted improvement:        0.000281183
lambda =          1; f =         3095.7119544
Norm of dx 0.00099202
Done for param stderr RES_RTB_kor_BAR =   0.1146; f = 3095.7120
Predicted improvement:        0.271590326
lambda =          1; f =         3095.3452533
Norm of dx   0.020179
Done for param stderr RES_RES_CB_kor =   0.5488; f = 3095.3453
Predicted improvement:        0.766750068
lambda =          1; f =         3094.8019664
Norm of dx   0.017661
Done for param gamma_kor1 =   0.8605; f = 3094.8020
Predicted improvement:        0.173458950
lambda =          1; f =         3094.6338969
Norm of dx   0.068952
Done for param gamma_kor3 =   0.4678; f = 3094.6339
Predicted improvement:        0.000330662
lambda =          1; f =         3094.6335585
Norm of dx  0.0015363
Done for param beta_kor1 =   0.2262; f = 3094.6336
Predicted improvement:        0.000629625
lambda =          1; f =         3094.6329128
Norm of dx 0.00034345
Done for param beta_kor2 =   0.0088; f = 3094.6329
Predicted improvement:        0.008111472
lambda =          1; f =         3094.6250846
Norm of dx  0.0044309
Done for param beta_kor3 =   0.0605; f = 3094.6251
Predicted improvement:        0.006261875
lambda =          1; f =         3094.6186389
Norm of dx   0.010708
Done for param lambda_kor1 =   0.2316; f = 3094.6186
Predicted improvement:        0.021478135
lambda =          1; f =         3094.5960003
Norm of dx  0.0068629
Done for param lambda_kor2 =   0.0625; f = 3094.5960
Predicted improvement:        0.048402105
lambda =          1; f =         3094.5474902
Norm of dx  0.0076776
Done for param lambda_kor3 =   0.7287; f = 3094.5475
Predicted improvement:        0.058270376
lambda =          1; f =         3094.4905234
Norm of dx   0.027199
Done for param alpha_kor1 =   0.5823; f = 3094.4905
Predicted improvement:        0.000366385
lambda =          1; f =         3094.4901571
Norm of dx 0.00034495
Done for param alpha_kor2 =   0.0731; f = 3094.4902
Predicted improvement:        0.483974165
lambda =          1; f =         3094.0901403
Norm of dx  0.0081259
Done for param gamma_us1 =   0.9039; f = 3094.0901
Predicted improvement:        0.050990561
lambda =          1; f =         3094.0255740
Norm of dx   0.068448
Done for param gamma_us2 =   1.7215; f = 3094.0256
Predicted improvement:        0.019854931
lambda =          1; f =         3094.0061730
Norm of dx   0.029328
Done for param gamma_us3 =   0.3609; f = 3094.0062
Predicted improvement:        0.000238846
lambda =          1; f =         3094.0058798
Norm of dx 0.00086409
Done for param beta_us1 =   0.4540; f = 3094.0059
Predicted improvement:        0.039305659
lambda =          1; f =         3093.9691947
Norm of dx    0.00559
Done for param beta_us2 =   0.0278; f = 3093.9692
Predicted improvement:        0.000875334
lambda =          1; f =         3093.9682733
Norm of dx  0.0040838
Done for param lambda_us1 =   0.3506; f = 3093.9683
Predicted improvement:        0.023886490
lambda =          1; f =         3093.9444411
Norm of dx  0.0046431
Done for param lambda_us2 =   0.0877; f = 3093.9444
Predicted improvement:        0.006512426
lambda =          1; f =         3093.9379419
Norm of dx  0.0036187
Done for param lambda_us3 =   0.4383; f = 3093.9379
Predicted improvement:        0.000410645
lambda =          1; f =         3093.9375321
Norm of dx  0.0014439
Done for param rho_oil1 =   0.8736; f = 3093.9375
Predicted improvement:        0.008526862
lambda =          1; f =         3093.9290490
Norm of dx   0.013744
Done for param gamma_kor2 =   1.6308; f = 3093.9290
Sequence of univariate steps!!
Actual dxnorm 2.5794
FVAL          3093.929
Improvement   23.5618
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 21.7903 s.
 
Iteration 5
Correct for low angle: 3.07109e-06
Predicted improvement:    85174.222431744
lambda =          1; f =      6895154.0380317
lambda =    0.33333; f =       767985.9699718
lambda =    0.11111; f =        87786.9238075
lambda =   0.037037; f =        12407.2956896
lambda =   0.012346; f =         4097.5725087
lambda =  0.0041152; f =         3196.1228854
lambda =  0.0013717; f =         3103.1402818
lambda = 0.00045725; f =         3094.7048669
lambda = 0.00015242; f =         3093.9660351
lambda = 5.0805e-05; f =         3171.7336897
lambda = 1.6935e-05; f =         3110.9715925
lambda =  5.645e-06; f =         3103.0884990
lambda = 1.8817e-06; f =         3099.3603898
lambda = 6.2723e-07; f =         3096.4852931
lambda = 2.0908e-07; f =         3094.7154587
lambda = 6.9692e-08; f =         3094.0773421
lambda = 2.3231e-08; f =         3093.9477423
lambda = 7.7435e-09; f =         3093.9304818
lambda = 2.5812e-09; f =         3093.9289248
Norm of dx 4.1902e+05
Predicted improvement:     3305.581856946
lambda =          1; f =         5647.3522859
lambda =    0.33333; f =         3351.1126171
lambda =    0.11111; f =         3114.7069963
lambda =   0.037037; f =         3094.5780966
lambda =   0.012346; f =         3502.4122776
lambda =  0.0041152; f =         3239.4719652
lambda =  0.0013717; f =         3125.9118427
lambda = 0.00045725; f =         3097.6065723
lambda = 0.00015242; f =         3093.7920894
lambda = 5.0805e-05; f =         3093.6955711
Norm of dx     81.309
Correct for low angle: 1.29308e-05
Predicted improvement:    20177.117152777
lambda =          1; f =       347494.0483647
lambda =    0.33333; f =        41157.1212831
lambda =    0.11111; f =         7256.5861613
lambda =   0.037037; f =         3535.3527262
lambda =   0.012346; f =         3136.9555482
lambda =  0.0041152; f =         3097.5626116
lambda =  0.0013717; f =         3094.2081114
lambda = 0.00045725; f =         3093.9346230
lambda = 0.00015242; f =         3131.8769336
lambda = 5.0805e-05; f =         3108.0687619
lambda = 1.6935e-05; f =         3101.9317274
lambda =  5.645e-06; f =         3098.2839423
lambda = 1.8817e-06; f =         3095.6186672
lambda = 6.2723e-07; f =         3094.2153413
lambda = 2.0908e-07; f =         3093.7895772
lambda = 6.9692e-08; f =         3093.7097922
lambda = 2.3231e-08; f =         3093.6978751
lambda = 7.7435e-09; f =         3093.6960439
lambda = 2.5812e-09; f =         3093.6956949
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3097.4360739
lambda = -2.0908e-07; f =         3093.8437416
lambda = -6.9692e-08; f =         3093.7065480
lambda = -2.3231e-08; f =         3093.6960467
lambda = -7.7435e-09; f =         3093.6954069
Norm of dx      99264
Predicted improvement:        0.146269757
lambda =          1; f =         3093.4633402
lambda =     1.9332; f =         3093.3493867
Norm of dx    0.03735
Done for param stderr RES_RR_kor_BAR =   1.3889; f = 3093.3494
Predicted improvement:        0.018529204
lambda =          1; f =         3093.3314137
Norm of dx  0.0035797
Done for param stderr RES_RS_kor =   0.1091; f = 3093.3314
Predicted improvement:        0.060736950
lambda =          1; f =         3093.2719882
Norm of dx  0.0043158
Done for param stderr RES_UNR_kor_GAP =   0.1461; f = 3093.2720
Predicted improvement:        0.008368316
lambda =          1; f =         3093.2641311
Norm of dx  0.0026611
Done for param stderr RES_UNR_kor_BAR =   0.0579; f = 3093.2641
Predicted improvement:        0.002182316
lambda =          1; f =         3093.2619788
Norm of dx  0.0007787
Done for param stderr RES_UNR_G_kor =   0.0536; f = 3093.2620
Predicted improvement:       43.863007257
lambda =          1; f =         3168.1362057
lambda =    0.33333; f =         3111.2632777
lambda =    0.11111; f =         3092.7889000
lambda =   0.037037; f =         3091.3434637
Norm of dx     4.4283
Done for param stderr RES_Y_kor =   1.7432; f = 3091.3435
Predicted improvement:        0.002386099
lambda =          1; f =         3091.3410989
Norm of dx 0.00032533
Done for param stderr RES_LGDP_kor_BAR =   0.0572; f = 3091.3411
Predicted improvement:        0.000074390
lambda =          1; f =         3091.3410244
Norm of dx 0.00023695
Done for param stderr RES_G_kor =   0.2276; f = 3091.3410
Predicted improvement:        0.055125841
lambda =          1; f =         3091.2849738
Norm of dx   0.058131
Done for param stderr RES_BLT_kor =   2.4679; f = 3091.2850
Predicted improvement:        0.213320460
lambda =          1; f =         3091.1885051
lambda =    0.33333; f =         3091.1696606
lambda =    0.64439; f =         3091.1247966
Norm of dx    0.88733
Done for param stderr RES_BLT_kor_BAR =   2.7598; f = 3091.1248
Predicted improvement:        0.004321044
lambda =          1; f =         3091.1205235
Norm of dx  0.0028892
Done for param stderr RES_PIE_kor =   0.4458; f = 3091.1205
Predicted improvement:        0.009298555
lambda =          1; f =         3091.1107417
Norm of dx  0.0063509
Done for param stderr RES_PIE_E_kor4 =   0.1585; f = 3091.1107
Predicted improvement:        0.174332907
lambda =          1; f =         3090.9189152
Norm of dx    0.15266
Done for param stderr RES_CA_kor =   3.7056; f = 3090.9189
Predicted improvement:        0.056352517
lambda =          1; f =         3090.8558297
Norm of dx    0.13886
Done for param stderr RES_LS_kor_BAR =   1.7811; f = 3090.8558
Predicted improvement:        0.095432941
lambda =          1; f =         3090.7655737
Norm of dx    0.17312
Done for param stderr RES_S_kor =   3.4212; f = 3090.7656
Predicted improvement:        0.018044392
lambda =          1; f =         3090.7471193
Norm of dx  0.0088049
Done for param stderr RES_DEF_kor =   0.6911; f = 3090.7471
Predicted improvement:        0.117607187
lambda =          1; f =         3090.5933430
Norm of dx    0.11176
Done for param stderr RES_RR_us_BAR =   3.8576; f = 3090.5933
Predicted improvement:        0.005228279
lambda =          1; f =         3090.5881731
Norm of dx  0.0032371
Done for param stderr RES_RS_us =   0.1354; f = 3090.5882
Predicted improvement:        0.118759292
lambda =          1; f =         3090.4452725
Norm of dx   0.046572
Done for param stderr RES_Y_us =   1.5851; f = 3090.4453
Predicted improvement:        0.001876921
lambda =          1; f =         3090.4434110
Norm of dx   0.012654
Done for param stderr RES_BLT_us =   2.5129; f = 3090.4434
Predicted improvement:        0.000162926
lambda =          1; f =         3090.4432483
Norm of dx    0.01846
Done for param stderr RES_BLT_us_BAR =   4.5097; f = 3090.4432
Predicted improvement:        0.000253782
lambda =          1; f =         3090.4429952
Norm of dx 0.00052082
Done for param stderr RES_PIE_us =   0.3359; f = 3090.4430
Predicted improvement:        0.968640386
lambda =          1; f =         3088.8522884
lambda =     1.9332; f =         3087.9143152
Norm of dx    0.59995
Done for param stderr RES_OIL_us =  13.9514; f = 3087.9143
Predicted improvement:        0.000063039
lambda =          1; f =         3087.9142521
Norm of dx  0.0002683
Done for param stderr RES_TB_kor =   0.3465; f = 3087.9143
Predicted improvement:        0.000023205
lambda =          1; f =         3087.9142289
Norm of dx 0.00029322
Done for param stderr RES_RTB_kor_BAR =   0.1146; f = 3087.9142
Predicted improvement:        0.063587537
lambda =          1; f =         3087.8517411
Norm of dx   0.013274
Done for param stderr RES_RES_CB_kor =   0.5626; f = 3087.8517
Predicted improvement:        0.069812808
lambda =          1; f =         3087.7733961
Norm of dx  0.0040257
Done for param gamma_kor1 =   0.8634; f = 3087.7734
Predicted improvement:        0.004529880
lambda =          1; f =         3087.7688414
Norm of dx   0.011805
Done for param gamma_kor3 =   0.4797; f = 3087.7688
Predicted improvement:        0.024104858
lambda =          1; f =         3087.7449384
Norm of dx   0.013393
Done for param beta_kor1 =   0.2128; f = 3087.7449
Predicted improvement:        0.000273927
lambda =          1; f =         3087.7446602
Norm of dx 0.00023561
Done for param beta_kor2 =   0.0090; f = 3087.7447
Predicted improvement:        0.000421839
lambda =          1; f =         3087.7442423
Norm of dx 0.00095581
Done for param beta_kor3 =   0.0596; f = 3087.7442
Predicted improvement:        0.004371516
lambda =          1; f =         3087.7397841
Norm of dx  0.0093795
Done for param lambda_kor1 =   0.2410; f = 3087.7398
Predicted improvement:        0.008383198
lambda =          1; f =         3087.7313736
Norm of dx  0.0048411
Done for param lambda_kor2 =   0.0675; f = 3087.7314
Predicted improvement:        0.023833005
lambda =          1; f =         3087.7075093
Norm of dx  0.0054273
Done for param lambda_kor3 =   0.7341; f = 3087.7075
Predicted improvement:        0.013279516
lambda =          1; f =         3087.6943513
Norm of dx   0.012757
Done for param alpha_kor1 =   0.5950; f = 3087.6944
Predicted improvement:        0.000233594
lambda =          1; f =         3087.6941178
Norm of dx 0.00027722
Done for param alpha_kor2 =   0.0728; f = 3087.6941
Predicted improvement:        0.071319215
lambda =          1; f =         3087.6225710
Norm of dx   0.002717
Done for param gamma_us1 =   0.9043; f = 3087.6226
Predicted improvement:        0.014151777
lambda =          1; f =         3087.6083919
Norm of dx   0.041511
Done for param gamma_us2 =   1.6800; f = 3087.6084
Predicted improvement:        0.002233159
lambda =          1; f =         3087.6061784
Norm of dx  0.0096207
Done for param gamma_us3 =   0.3513; f = 3087.6062
Predicted improvement:        0.005407641
lambda =          1; f =         3087.6000532
Norm of dx  0.0043661
Done for param beta_us1 =   0.4585; f = 3087.6001
Predicted improvement:        0.000099741
lambda =          1; f =         3087.5999530
Norm of dx 0.00024924
Done for param beta_us2 =   0.0276; f = 3087.6000
Predicted improvement:        0.000904591
lambda =          1; f =         3087.5990478
Norm of dx  0.0042707
Done for param lambda_us1 =   0.3463; f = 3087.5990
Predicted improvement:        0.016941066
lambda =          1; f =         3087.5820440
Norm of dx  0.0038917
Done for param lambda_us2 =   0.0837; f = 3087.5820
Predicted improvement:        0.001664415
lambda =          1; f =         3087.5803811
Norm of dx  0.0018447
Done for param lambda_us3 =   0.4365; f = 3087.5804
Predicted improvement:        0.002274544
lambda =          1; f =         3087.5781203
Norm of dx  0.0035347
Done for param rho_oil1 =   0.8771; f = 3087.5781
Predicted improvement:        0.007019370
lambda =          1; f =         3087.5711343
Norm of dx   0.012458
Done for param gamma_kor2 =   1.6183; f = 3087.5711
Sequence of univariate steps!!
Actual dxnorm 1.3414
FVAL          3087.5711
Improvement   6.3579
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 24.9876 s.
 
Iteration 6
Correct for low angle: 4.82634e-06
Predicted improvement:    54215.930850821
lambda =          1; f = 1184622157584.3764648
lambda =    0.33333; f = 131624630082.1995087
lambda =    0.11111; f =  14624942701.3959332
lambda =   0.037037; f =   1624990068.8316565
lambda =   0.012346; f =    180555095.0086870
lambda =  0.0041152; f =     20063721.9692415
lambda =  0.0013717; f =      2231814.3853819
lambda = 0.00045725; f =       250646.9324260
lambda = 0.00015242; f =        30568.8100134
lambda = 5.0805e-05; f =         6132.6054693
lambda = 1.6935e-05; f =         3423.1038463
lambda =  5.645e-06; f =         3123.9255155
lambda = 1.8817e-06; f =         3091.3092804
lambda = 6.2723e-07; f =         3087.8938548
lambda = 2.0908e-07; f =         3087.5838966
lambda = 6.9692e-08; f =         3097.5818728
lambda = 2.3231e-08; f =         3087.8339522
lambda = 7.7435e-09; f =         3087.5923580
lambda = 2.5812e-09; f =         3087.5731033
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3092.8979260
lambda = -2.0908e-07; f =         3089.9326532
lambda = -6.9692e-08; f =         3088.2577918
lambda = -2.3231e-08; f =         3087.6992037
lambda = -7.7435e-09; f =         3087.5892371
lambda = -2.5812e-09; f =         3087.5734879
Norm of dx 1.0884e+06
Correct for low angle: 6.85174e-07
Predicted improvement:   378922.069838420
lambda =          1; f =    598384667.1464827
lambda =    0.33333; f =     66479170.4848020
lambda =    0.11111; f =      7385756.6577136
lambda =   0.037037; f =       822206.0748307
lambda =   0.012346; f =        93712.9011437
lambda =  0.0041152; f =        13031.7133541
lambda =  0.0013717; f =         4151.7877428
lambda = 0.00045725; f =         3192.9897964
lambda = 0.00015242; f =         3095.6749704
lambda = 5.0805e-05; f =         3087.8076442
lambda = 1.6935e-05; f =         3087.5734064
lambda =  5.645e-06; f =         3174.1737508
lambda = 1.8817e-06; f =         3116.2802176
lambda = 6.2723e-07; f =         3100.9358519
lambda = 2.0908e-07; f =         3095.5880059
lambda = 6.9692e-08; f =         3092.0135883
lambda = 2.3231e-08; f =         3089.3899929
lambda = 7.7435e-09; f =         3088.0430873
lambda = 2.5812e-09; f =         3087.6503238
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3109.2802034
lambda = -2.0908e-07; f =         3089.7518023
lambda = -6.9692e-08; f =         3087.7440613
lambda = -2.3231e-08; f =         3087.5750061
lambda = -7.7435e-09; f =         3090.7991082
lambda = -2.5812e-09; f =         3087.7176228
Norm of dx 7.6112e+06
Predicted improvement:        0.132136870
lambda =          1; f =         3087.4247025
Norm of dx   0.057031
Done for param stderr RES_RR_kor_BAR =   1.4459; f = 3087.4247
Predicted improvement:        0.000045782
lambda =          1; f =         3087.4246572
Norm of dx 0.00018334
Done for param stderr RES_RS_kor =   0.1093; f = 3087.4247
Predicted improvement:        0.007175546
lambda =          1; f =         3087.4173745
Norm of dx  0.0014904
Done for param stderr RES_UNR_kor_GAP =   0.1476; f = 3087.4174
Predicted improvement:        0.000392919
lambda =          1; f =         3087.4169838
Norm of dx 0.00032728
Done for param stderr RES_UNR_G_kor =   0.0533; f = 3087.4170
Predicted improvement:        0.503800327
lambda =          1; f =         3087.4242986
lambda =    0.33333; f =         3087.2056892
Norm of dx    0.17735
Done for param stderr RES_Y_kor =   1.8023; f = 3087.2057
Predicted improvement:        0.013084029
lambda =          1; f =         3087.1921026
Norm of dx   0.028353
Done for param stderr RES_BLT_kor =   2.4963; f = 3087.1921
Predicted improvement:        0.002941807
lambda =          1; f =         3087.1892716
Norm of dx   0.070362
Done for param stderr RES_BLT_kor_BAR =   2.6894; f = 3087.1893
Predicted improvement:        0.001258450
lambda =          1; f =         3087.1880197
Norm of dx  0.0015418
Done for param stderr RES_PIE_kor =   0.4443; f = 3087.1880
Predicted improvement:        0.000404695
lambda =          1; f =         3087.1876088
Norm of dx  0.0014492
Done for param stderr RES_PIE_E_kor4 =   0.1599; f = 3087.1876
Predicted improvement:        0.040694191
lambda =          1; f =         3087.1462323
Norm of dx   0.081305
Done for param stderr RES_CA_kor =   3.7869; f = 3087.1462
Predicted improvement:        0.029968606
lambda =          1; f =         3087.1142640
Norm of dx    0.10456
Done for param stderr RES_LS_kor_BAR =   1.8856; f = 3087.1143
Predicted improvement:        0.000018541
lambda =          1; f =         3087.1142456
Norm of dx 0.00069085
Done for param stderr RES_S_G_kor =   0.2917; f = 3087.1142
Predicted improvement:        0.044099249
lambda =          1; f =         3087.0717741
Norm of dx    0.11356
Done for param stderr RES_S_kor =   3.3076; f = 3087.0718
Predicted improvement:        0.001328153
lambda =          1; f =         3087.0704383
Norm of dx  0.0024583
Done for param stderr RES_DEF_kor =   0.6936; f = 3087.0704
Predicted improvement:        0.231762730
lambda =          1; f =         3086.9131594
Norm of dx    0.22802
Done for param stderr RES_RR_us_BAR =   4.0856; f = 3086.9132
Predicted improvement:        0.004012413
lambda =          1; f =         3086.9092379
Norm of dx  0.0028892
Done for param stderr RES_RS_us =   0.1325; f = 3086.9092
Predicted improvement:        0.011847018
lambda =          1; f =         3086.8971591
Norm of dx   0.017202
Done for param stderr RES_Y_us =   1.6023; f = 3086.8972
Predicted improvement:        0.002496199
lambda =          1; f =         3086.8946813
Norm of dx   0.014511
Done for param stderr RES_BLT_us =   2.4983; f = 3086.8947
Predicted improvement:        0.000924706
lambda =          1; f =         3086.8937597
Norm of dx   0.044252
Done for param stderr RES_BLT_us_BAR =   4.4655; f = 3086.8938
Predicted improvement:        0.000177916
lambda =          1; f =         3086.8935821
Norm of dx 0.00043519
Done for param stderr RES_PIE_us =   0.3354; f = 3086.8936
Predicted improvement:        0.294858519
lambda =          1; f =         3086.4448141
lambda =     1.9332; f =         3086.2560331
Norm of dx    0.46486
Done for param stderr RES_OIL_us =  14.8501; f = 3086.2560
Predicted improvement:        0.067074609
lambda =          1; f =         3086.1911725
Norm of dx   0.004155
Done for param gamma_kor1 =   0.8676; f = 3086.1912
Predicted improvement:        0.010399333
lambda =          1; f =         3086.1806828
Norm of dx   0.018465
Done for param gamma_kor3 =   0.4981; f = 3086.1807
Predicted improvement:        0.005892396
lambda =          1; f =         3086.1748208
Norm of dx  0.0065741
Done for param beta_kor1 =   0.2062; f = 3086.1748
Predicted improvement:        0.001683317
lambda =          1; f =         3086.1731248
Norm of dx  0.0060466
Done for param lambda_kor1 =   0.2470; f = 3086.1731
Predicted improvement:        0.002043532
lambda =          1; f =         3086.1710307
Norm of dx  0.0025017
Done for param lambda_kor2 =   0.0700; f = 3086.1710
Predicted improvement:        0.008339232
lambda =          1; f =         3086.1626854
Norm of dx  0.0032287
Done for param lambda_kor3 =   0.7373; f = 3086.1627
Predicted improvement:        0.001178437
lambda =          1; f =         3086.1615101
Norm of dx  0.0037645
Done for param alpha_kor1 =   0.5988; f = 3086.1615
Predicted improvement:        0.000015945
lambda =          1; f =         3086.1614942
Norm of dx 7.2491e-05
Done for param alpha_kor2 =   0.0727; f = 3086.1615
Predicted improvement:        0.162600169
lambda =          1; f =         3086.0294042
Norm of dx  0.0043493
Done for param gamma_us1 =   0.9086; f = 3086.0294
Predicted improvement:        0.000775670
lambda =          1; f =         3086.0286310
Norm of dx  0.0097465
Done for param gamma_us2 =   1.6702; f = 3086.0286
Predicted improvement:        0.006606704
lambda =          1; f =         3086.0221537
Norm of dx   0.016719
Done for param gamma_us3 =   0.3346; f = 3086.0222
Predicted improvement:        0.000132734
lambda =          1; f =         3086.0220193
Norm of dx 0.00071705
Done for param beta_us1 =   0.4592; f = 3086.0220
Predicted improvement:        0.000184644
lambda =          1; f =         3086.0218335
Norm of dx 0.00033785
Done for param beta_us2 =   0.0280; f = 3086.0218
Predicted improvement:        0.001646705
lambda =          1; f =         3086.0201895
Norm of dx  0.0057746
Done for param lambda_us1 =   0.3406; f = 3086.0202
Predicted improvement:        0.008546148
lambda =          1; f =         3086.0117096
Norm of dx  0.0027835
Done for param lambda_us2 =   0.0809; f = 3086.0117
Predicted improvement:        0.001259085
lambda =          1; f =         3086.0104515
Norm of dx   0.001617
Done for param lambda_us3 =   0.4348; f = 3086.0105
Predicted improvement:        0.000643127
lambda =          1; f =         3086.0098108
Norm of dx  0.0019162
Done for param rho_oil1 =   0.8790; f = 3086.0098
Predicted improvement:        0.001615317
lambda =          1; f =         3086.0081992
Norm of dx  0.0059571
Done for param gamma_kor2 =   1.6123; f = 3086.0082
Sequence of univariate steps!!
Actual dxnorm 0.95182
FVAL          3086.0082
Improvement   1.5629
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 21.9642 s.
 
Iteration 7
Correct for low angle: 6.71134e-07
Predicted improvement:   390002.451430048
lambda =          1; f =   1331983906.8358798
lambda =    0.33333; f =    147987556.9519820
lambda =    0.11111; f =     16441350.8869766
lambda =   0.037037; f =      1828082.8718699
lambda =   0.012346; f =       205372.8803680
lambda =  0.0041152; f =        25400.2413247
lambda =  0.0013717; f =         5512.2799728
lambda = 0.00045725; f =         3338.5839677
lambda = 0.00015242; f =         3108.9506341
lambda = 5.0805e-05; f =         3087.3596372
lambda = 1.6935e-05; f =         3086.0681720
lambda =  5.645e-06; f =         3242.3803411
lambda = 1.8817e-06; f =         3116.8453375
lambda = 6.2723e-07; f =         3099.3513716
lambda = 2.0908e-07; f =         3093.4271314
lambda = 6.9692e-08; f =         3089.8695590
lambda = 2.3231e-08; f =         3087.4617801
lambda = 7.7435e-09; f =         3086.3511877
lambda = 2.5812e-09; f =         3086.0617778
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3100.0205231
lambda = -2.0908e-07; f =         3087.3803226
lambda = -6.9692e-08; f =         3086.1068377
lambda = -2.3231e-08; f =         3086.0089999
lambda = -7.7435e-09; f =         3087.5474971
lambda = -2.5812e-09; f =         3086.0986714
Norm of dx 6.1509e+06
Predicted improvement:       43.853213575
lambda =          1; f =         4452.0678154
lambda =    0.33333; f =         3214.4431016
lambda =    0.11111; f =         3094.6436944
lambda =   0.037037; f =         3086.6122156
lambda =   0.012346; f =         3086.0428652
lambda =  0.0041152; f =         3559.9514010
lambda =  0.0013717; f =         3095.8944668
lambda = 0.00045725; f =         3088.0454854
lambda = 0.00015242; f =         3086.3818097
lambda = 5.0805e-05; f =         3086.0592979
lambda = 1.6935e-05; f =         3086.0135378
lambda =  5.645e-06; f =         3086.0084896
lambda = 1.8817e-06; f =         3086.0081225
Norm of dx     397.45
Predicted improvement:        0.090022095
lambda =          1; f =         3085.9227769
Norm of dx   0.053593
Done for param stderr RES_RR_kor_BAR =   1.4995; f = 3085.9228
Predicted improvement:        0.000161396
lambda =          1; f =         3085.9226187
Norm of dx 0.00034693
Done for param stderr RES_RS_kor =   0.1096; f = 3085.9226
Predicted improvement:        0.000212522
lambda =          1; f =         3085.9224057
Norm of dx 0.00026123
Done for param stderr RES_UNR_kor_GAP =   0.1478; f = 3085.9224
Predicted improvement:        0.000027171
lambda =          1; f =         3085.9223784
Norm of dx 0.00014039
Done for param stderr RES_UNR_kor_BAR =   0.0581; f = 3085.9224
Predicted improvement:        0.000071266
lambda =          1; f =         3085.9223074
Norm of dx 0.00013876
Done for param stderr RES_UNR_G_kor =   0.0532; f = 3085.9223
Predicted improvement:        0.021822316
lambda =          1; f =         3085.8975328
Norm of dx   0.024451
Done for param stderr RES_Y_kor =   1.8268; f = 3085.8975
Predicted improvement:        0.000998093
lambda =          1; f =         3085.8965296
Norm of dx    0.00808
Done for param stderr RES_BLT_kor =   2.5044; f = 3085.8965
Predicted improvement:        0.000042060
lambda =          1; f =         3085.8964877
Norm of dx  0.0079487
Done for param stderr RES_BLT_kor_BAR =   2.6815; f = 3085.8965
Predicted improvement:        0.000367909
lambda =          1; f =         3085.8961204
Norm of dx 0.00082848
Done for param stderr RES_PIE_kor =   0.4435; f = 3085.8961
Predicted improvement:        0.009883306
lambda =          1; f =         3085.8860508
Norm of dx    0.04098
Done for param stderr RES_CA_kor =   3.8278; f = 3085.8861
Predicted improvement:        0.014446947
lambda =          1; f =         3085.8707853
Norm of dx   0.072823
Done for param stderr RES_LS_kor_BAR =   1.9584; f = 3085.8708
Predicted improvement:        0.000013973
lambda =          1; f =         3085.8707714
Norm of dx 0.00059752
Done for param stderr RES_S_G_kor =   0.2914; f = 3085.8708
Predicted improvement:        0.019922848
lambda =          1; f =         3085.8513310
Norm of dx     0.0745
Done for param stderr RES_S_kor =   3.2331; f = 3085.8513
Predicted improvement:        0.000443489
lambda =          1; f =         3085.8508861
Norm of dx  0.0014294
Done for param stderr RES_DEF_kor =   0.6950; f = 3085.8509
Predicted improvement:        0.090674931
lambda =          1; f =         3085.7538720
Norm of dx    0.12504
Done for param stderr RES_RR_us_BAR =   4.2107; f = 3085.7539
Predicted improvement:        0.002057093
lambda =          1; f =         3085.7517863
Norm of dx  0.0019991
Done for param stderr RES_RS_us =   0.1345; f = 3085.7518
Predicted improvement:        0.000543696
lambda =          1; f =         3085.7512406
Norm of dx  0.0037779
Done for param stderr RES_Y_us =   1.6061; f = 3085.7512
Predicted improvement:        0.000181069
lambda =          1; f =         3085.7510599
Norm of dx  0.0038631
Done for param stderr RES_BLT_us =   2.4945; f = 3085.7511
Predicted improvement:        0.000140087
lambda =          1; f =         3085.7509200
Norm of dx   0.017215
Done for param stderr RES_BLT_us_BAR =   4.4483; f = 3085.7509
Predicted improvement:        0.000045502
lambda =          1; f =         3085.7508745
Norm of dx  0.0002196
Done for param stderr RES_PIE_us =   0.3352; f = 3085.7509
Predicted improvement:        0.020190572
lambda =          1; f =         3085.7295992
Norm of dx    0.19614
Done for param stderr RES_OIL_us =  15.0462; f = 3085.7296
Predicted improvement:        0.000026054
lambda =          1; f =         3085.7295731
Norm of dx 0.00017267
Done for param stderr RES_TB_kor =   0.3466; f = 3085.7296
Predicted improvement:        0.050382838
lambda =          1; f =         3085.6808983
Norm of dx  0.0034989
Done for param gamma_kor1 =   0.8711; f = 3085.6809
Predicted improvement:        0.006604855
lambda =          1; f =         3085.6742561
Norm of dx   0.015246
Done for param gamma_kor3 =   0.5134; f = 3085.6743
Predicted improvement:        0.000889226
lambda =          1; f =         3085.6733688
Norm of dx    0.00254
Done for param beta_kor1 =   0.2037; f = 3085.6734
Predicted improvement:        0.000034370
lambda =          1; f =         3085.6733345
Norm of dx 8.5663e-05
Done for param beta_kor2 =   0.0091; f = 3085.6733
Predicted improvement:        0.001279733
lambda =          1; f =         3085.6720412
Norm of dx    0.00538
Done for param lambda_kor1 =   0.2524; f = 3085.6720
Predicted improvement:        0.000837146
lambda =          1; f =         3085.6711890
Norm of dx  0.0016546
Done for param lambda_kor2 =   0.0716; f = 3085.6712
Predicted improvement:        0.004624043
lambda =          1; f =         3085.6665623
Norm of dx  0.0024135
Done for param lambda_kor3 =   0.7397; f = 3085.6666
Predicted improvement:        0.000061609
lambda =          1; f =         3085.6665007
Norm of dx 0.00085792
Done for param alpha_kor1 =   0.5996; f = 3085.6665
Predicted improvement:        0.019735644
lambda =          1; f =         3085.6474895
Norm of dx  0.0013497
Done for param gamma_us1 =   0.9100; f = 3085.6475
Predicted improvement:        0.000975676
lambda =          1; f =         3085.6465179
Norm of dx   0.010958
Done for param gamma_us2 =   1.6593; f = 3085.6465
Predicted improvement:        0.003644053
lambda =          1; f =         3085.6429055
Norm of dx   0.012191
Done for param gamma_us3 =   0.3224; f = 3085.6429
Predicted improvement:        0.000155214
lambda =          1; f =         3085.6427502
Norm of dx 0.00077532
Done for param beta_us1 =   0.4585; f = 3085.6428
Predicted improvement:        0.000151100
lambda =          1; f =         3085.6425983
Norm of dx 0.00030843
Done for param beta_us2 =   0.0283; f = 3085.6426
Predicted improvement:        0.000395156
lambda =          1; f =         3085.6422026
Norm of dx  0.0028247
Done for param lambda_us1 =   0.3377; f = 3085.6422
Predicted improvement:        0.004493472
lambda =          1; f =         3085.6377207
Norm of dx  0.0020096
Done for param lambda_us2 =   0.0789; f = 3085.6377
Predicted improvement:        0.000422708
lambda =          1; f =         3085.6372982
Norm of dx 0.00094143
Done for param lambda_us3 =   0.4339; f = 3085.6373
Predicted improvement:        0.000245484
lambda =          1; f =         3085.6370533
Norm of dx   0.001187
Done for param rho_oil1 =   0.8802; f = 3085.6371
Predicted improvement:        0.001250869
lambda =          1; f =         3085.6358049
Norm of dx  0.0052396
Done for param gamma_kor2 =   1.6071; f = 3085.6358
Sequence of univariate steps!!
Actual dxnorm 0.26676
FVAL          3085.6358
Improvement   0.37239
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 21.3836 s.
 
Iteration 8
Correct for low angle: 1.85259e-06
Predicted improvement:   141301.040222126
lambda =          1; f = 31782888227664.9023438
lambda =    0.33333; f = 3531431733663.3564453
lambda =    0.11111; f = 392381208365.5114136
lambda =   0.037037; f =  43597882082.2908783
lambda =   0.012346; f =   4844200963.9625645
lambda =  0.0041152; f =    538243662.4956154
lambda =  0.0013717; f =     59806384.4338195
lambda = 0.00045725; f =      6647494.0982733
lambda = 0.00015242; f =       741219.6661679
lambda = 5.0805e-05; f =        85056.5017080
lambda = 1.6935e-05; f =        12178.9347923
lambda =  5.645e-06; f =         4091.1518110
lambda = 1.8817e-06; f =         3195.7507370
lambda = 6.2723e-07; f =         3097.3422220
lambda = 2.0908e-07; f =         3086.7681070
lambda = 6.9692e-08; f =         3085.7132601
lambda = 2.3231e-08; f =         3085.6360731
lambda = 7.7435e-09; f =         3086.8011447
lambda = 2.5812e-09; f =         3085.7077248
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3098.3374431
lambda = -2.0908e-07; f =         3092.8014772
lambda = -6.9692e-08; f =         3089.3138975
lambda = -2.3231e-08; f =         3086.9764217
lambda = -7.7435e-09; f =         3085.9432233
lambda = -2.5812e-09; f =         3085.6840092
Norm of dx 5.6377e+06
Predicted improvement:        1.248743926
lambda =          1; f =         3157.9740660
lambda =    0.33333; f =         3092.6030045
lambda =    0.11111; f =         3086.1055353
lambda =   0.037037; f =         3085.6369747
lambda =   0.012346; f =         3086.8473424
lambda =  0.0041152; f =         3085.7185794
lambda =  0.0013717; f =         3085.6419515
lambda = 0.00045725; f =         3085.6357051
lambda = 0.00015242; f =         3085.6355393
Norm of dx     9.3212
Predicted improvement:        0.039190852
lambda =          1; f =         3085.5986355
Norm of dx    0.03691
Done for param stderr RES_RR_kor_BAR =   1.5365; f = 3085.5986
Predicted improvement:        0.000844609
lambda =          1; f =         3085.5977591
Norm of dx 0.00077537
Done for param stderr RES_RS_kor =   0.1104; f = 3085.5978
Predicted improvement:        0.000798081
lambda =          1; f =         3085.5969576
Norm of dx  0.0051354
Done for param stderr RES_Y_kor =   1.8319; f = 3085.5970
Predicted improvement:        0.000041060
lambda =          1; f =         3085.5969165
Norm of dx  0.0016496
Done for param stderr RES_BLT_kor =   2.5060; f = 3085.5969
Predicted improvement:        0.000154064
lambda =          1; f =         3085.5967628
Norm of dx 0.00053503
Done for param stderr RES_PIE_kor =   0.4429; f = 3085.5968
Predicted improvement:        0.000175870
lambda =          1; f =         3085.5965855
Norm of dx 0.00099134
Done for param stderr RES_PIE_E_kor4 =   0.1616; f = 3085.5966
Predicted improvement:        0.003677500
lambda =          1; f =         3085.5928616
Norm of dx   0.025339
Done for param stderr RES_CA_kor =   3.8532; f = 3085.5929
Predicted improvement:        0.007989926
lambda =          1; f =         3085.5849593
Norm of dx   0.055895
Done for param stderr RES_LS_kor_BAR =   2.0146; f = 3085.5850
Predicted improvement:        0.000048439
lambda =          1; f =         3085.5849105
Norm of dx  0.0010933
Done for param stderr RES_S_G_kor =   0.2911; f = 3085.5849
Predicted improvement:        0.009389046
lambda =          1; f =         3085.5756744
Norm of dx   0.050421
Done for param stderr RES_S_kor =   3.1827; f = 3085.5757
Predicted improvement:        0.000216997
lambda =          1; f =         3085.5754569
Norm of dx  0.0010031
Done for param stderr RES_DEF_kor =   0.6960; f = 3085.5755
Predicted improvement:        0.030641607
lambda =          1; f =         3085.5438585
Norm of dx   0.077123
Done for param stderr RES_RR_us_BAR =   4.2880; f = 3085.5439
Predicted improvement:        0.000013529
lambda =          1; f =         3085.5438449
Norm of dx 0.00016606
Done for param stderr RES_RS_us =   0.1346; f = 3085.5438
Predicted improvement:        0.000093628
lambda =          1; f =         3085.5437512
Norm of dx  0.0015753
Done for param stderr RES_Y_us =   1.6077; f = 3085.5438
Predicted improvement:        0.000020869
lambda =          1; f =         3085.5437303
Norm of dx 0.00014857
Done for param stderr RES_PIE_us =   0.3351; f = 3085.5437
Predicted improvement:        0.000107333
lambda =          1; f =         3085.5436228
Norm of dx    0.01502
Done for param stderr RES_OIL_us =  15.0611; f = 3085.5436
Predicted improvement:        0.024711280
lambda =          1; f =         3085.5194825
Norm of dx  0.0023786
Done for param gamma_kor1 =   0.8734; f = 3085.5195
Predicted improvement:        0.003108235
lambda =          1; f =         3085.5163552
Norm of dx   0.010716
Done for param gamma_kor3 =   0.5241; f = 3085.5164
Predicted improvement:        0.000034563
lambda =          1; f =         3085.5163206
Norm of dx 0.00049941
Done for param beta_kor1 =   0.2032; f = 3085.5163
Predicted improvement:        0.000593740
lambda =          1; f =         3085.5157223
Norm of dx  0.0037344
Done for param lambda_kor1 =   0.2562; f = 3085.5157
Predicted improvement:        0.000350067
lambda =          1; f =         3085.5153699
Norm of dx   0.001097
Done for param lambda_kor2 =   0.0727; f = 3085.5154
Predicted improvement:        0.002394348
lambda =          1; f =         3085.5129747
Norm of dx  0.0017412
Done for param lambda_kor3 =   0.7415; f = 3085.5130
Predicted improvement:        0.012904916
lambda =          1; f =         3085.5002210
Norm of dx  0.0010629
Done for param gamma_us1 =   0.9111; f = 3085.5002
Predicted improvement:        0.000138725
lambda =          1; f =         3085.5000825
Norm of dx   0.004127
Done for param gamma_us2 =   1.6553; f = 3085.5001
Predicted improvement:        0.001013418
lambda =          1; f =         3085.4990780
Norm of dx  0.0063544
Done for param gamma_us3 =   0.3160; f = 3085.4991
Predicted improvement:        0.000223614
lambda =          1; f =         3085.4988541
Norm of dx 0.00092952
Done for param beta_us1 =   0.4575; f = 3085.4989
Predicted improvement:        0.000030661
lambda =          1; f =         3085.4988234
Norm of dx  0.0001401
Done for param beta_us2 =   0.0284; f = 3085.4988
Predicted improvement:        0.000210231
lambda =          1; f =         3085.4986129
Norm of dx   0.002059
Done for param lambda_us1 =   0.3357; f = 3085.4986
Predicted improvement:        0.001251439
lambda =          1; f =         3085.4973626
Norm of dx  0.0010579
Done for param lambda_us2 =   0.0779; f = 3085.4974
Predicted improvement:        0.000142402
lambda =          1; f =         3085.4972202
Norm of dx 0.00054778
Done for param lambda_us3 =   0.4334; f = 3085.4972
Predicted improvement:        0.000090815
lambda =          1; f =         3085.4971295
Norm of dx 0.00072129
Done for param rho_oil1 =   0.8809; f = 3085.4971
Predicted improvement:        0.000565370
lambda =          1; f =         3085.4965649
Norm of dx  0.0035183
Done for param gamma_kor2 =   1.6036; f = 3085.4966
Sequence of univariate steps!!
Actual dxnorm 0.11897
FVAL          3085.4966
Improvement   0.13924
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 20.9568 s.
 
Iteration 9
Correct for low angle: 7.39885e-06
Predicted improvement:    35379.174714493
lambda =          1; f =    331047610.7596951
lambda =    0.33333; f =     36782498.9328311
lambda =    0.11111; f =      4088586.8885115
lambda =   0.037037; f =       456664.6138817
lambda =   0.012346; f =        53362.5181590
lambda =  0.0041152; f =         8632.4722392
lambda =  0.0013717; f =         3689.4475211
lambda = 0.00045725; f =         3149.1127334
lambda = 0.00015242; f =         3091.8698557
lambda = 5.0805e-05; f =         3086.0349300
lambda = 1.6935e-05; f =         3085.5152886
lambda =  5.645e-06; f =         3118.5133759
lambda = 1.8817e-06; f =         3098.3175765
lambda = 6.2723e-07; f =         3093.1568104
lambda = 2.0908e-07; f =         3089.6296704
lambda = 6.9692e-08; f =         3087.1140692
lambda = 2.3231e-08; f =         3085.8957216
lambda = 7.7435e-09; f =         3085.5616169
lambda = 2.5812e-09; f =         3085.5048767
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3087.1775529
lambda = -2.0908e-07; f =         3085.6231480
lambda = -6.9692e-08; f =         3085.4983461
lambda = -2.3231e-08; f =         3087.5845304
lambda = -7.7435e-09; f =         3085.6064349
lambda = -2.5812e-09; f =         3085.5068032
Norm of dx 2.2499e+06
Predicted improvement:       39.933378226
lambda =          1; f =         5894.1078200
lambda =    0.33333; f =         3365.9869121
lambda =    0.11111; f =         3108.5854112
lambda =   0.037037; f =         3087.3695160
lambda =   0.012346; f =         3085.6429404
lambda =  0.0041152; f =         3085.4994739
lambda =  0.0013717; f =         3110.6118602
lambda = 0.00045725; f =         3089.8151853
lambda = 0.00015242; f =         3086.4181867
lambda = 5.0805e-05; f =         3085.6479041
lambda = 1.6935e-05; f =         3085.5157888
lambda =  5.645e-06; f =         3085.4985531
lambda = 1.8817e-06; f =         3085.4966918
lambda = 6.2723e-07; f =         3085.4965458
Norm of dx     698.59
Predicted improvement:        0.015349773
lambda =          1; f =         3085.4814742
Norm of dx   0.023306
Done for param stderr RES_RR_kor_BAR =   1.5598; f = 3085.4815
Predicted improvement:        0.000755590
lambda =          1; f =         3085.4806849
Norm of dx 0.00073711
Done for param stderr RES_RS_kor =   0.1111; f = 3085.4807
Predicted improvement:        0.000071014
lambda =          1; f =         3085.4806140
Norm of dx 0.00036261
Done for param stderr RES_PIE_kor =   0.4426; f = 3085.4806
Predicted improvement:        0.001584875
lambda =          1; f =         3085.4790181
Norm of dx   0.016783
Done for param stderr RES_CA_kor =   3.8700; f = 3085.4790
Predicted improvement:        0.003239806
lambda =          1; f =         3085.4757784
Norm of dx   0.035335
Done for param stderr RES_LS_kor_BAR =   2.0499; f = 3085.4758
Predicted improvement:        0.003776802
lambda =          1; f =         3085.4720401
Norm of dx   0.031641
Done for param stderr RES_S_kor =   3.1511; f = 3085.4720
Predicted improvement:        0.000099659
lambda =          1; f =         3085.4719403
Norm of dx 0.00068134
Done for param stderr RES_DEF_kor =   0.6967; f = 3085.4719
Predicted improvement:        0.014550847
lambda =          1; f =         3085.4571411
Norm of dx   0.054637
Done for param stderr RES_RR_us_BAR =   4.3426; f = 3085.4571
Predicted improvement:        0.000021110
lambda =          1; f =         3085.4571200
Norm of dx 0.00020835
Done for param stderr RES_RS_us =   0.1349; f = 3085.4571
Predicted improvement:        0.000040916
lambda =          1; f =         3085.4570790
Norm of dx  0.0010432
Done for param stderr RES_Y_us =   1.6087; f = 3085.4571
Predicted improvement:        0.000011155
lambda =          1; f =         3085.4570679
Norm of dx  0.0004106
Done for param stderr RES_HOUSE_kor =   1.2626; f = 3085.4571
Predicted improvement:        0.010602914
lambda =          1; f =         3085.4466227
Norm of dx  0.0015261
Done for param gamma_kor1 =   0.8750; f = 3085.4466
Predicted improvement:        0.001287495
lambda =          1; f =         3085.4453309
Norm of dx  0.0070179
Done for param gamma_kor3 =   0.5311; f = 3085.4453
Predicted improvement:        0.000263889
lambda =          1; f =         3085.4450661
Norm of dx  0.0025241
Done for param lambda_kor1 =   0.2587; f = 3085.4451
Predicted improvement:        0.000142929
lambda =          1; f =         3085.4449223
Norm of dx 0.00070987
Done for param lambda_kor2 =   0.0735; f = 3085.4449
Predicted improvement:        0.000925687
lambda =          1; f =         3085.4439964
Norm of dx  0.0010842
Done for param lambda_kor3 =   0.7425; f = 3085.4440
Predicted improvement:        0.007681660
lambda =          1; f =         3085.4364209
Norm of dx 0.00081106
Done for param gamma_us1 =   0.9119; f = 3085.4364
Predicted improvement:        0.000067241
lambda =          1; f =         3085.4363537
Norm of dx  0.0028749
Done for param gamma_us2 =   1.6524; f = 3085.4364
Predicted improvement:        0.000531714
lambda =          1; f =         3085.4358250
Norm of dx  0.0045665
Done for param gamma_us3 =   0.3114; f = 3085.4358
Predicted improvement:        0.000109614
lambda =          1; f =         3085.4357153
Norm of dx 0.00065072
Done for param beta_us1 =   0.4569; f = 3085.4357
Predicted improvement:        0.000083270
lambda =          1; f =         3085.4356320
Norm of dx  0.0012967
Done for param lambda_us1 =   0.3344; f = 3085.4356
Predicted improvement:        0.000466204
lambda =          1; f =         3085.4351660
Norm of dx 0.00064515
Done for param lambda_us2 =   0.0772; f = 3085.4352
Predicted improvement:        0.000058409
lambda =          1; f =         3085.4351076
Norm of dx 0.00035147
Done for param lambda_us3 =   0.4330; f = 3085.4351
Predicted improvement:        0.000034907
lambda =          1; f =         3085.4350727
Norm of dx 0.00044679
Done for param rho_oil1 =   0.8814; f = 3085.4351
Predicted improvement:        0.000213302
lambda =          1; f =         3085.4348596
Norm of dx   0.002159
Done for param gamma_kor2 =   1.6014; f = 3085.4349
Sequence of univariate steps!!
Actual dxnorm 0.078471
FVAL          3085.4349
Improvement   0.061705
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 20.6766 s.
 
Iteration 10
Correct for low angle: 8.82412e-06
Predicted improvement:    29666.055583826
lambda =          1; f = 7449171051459.6337891
lambda =    0.33333; f = 827685533601.6190186
lambda =    0.11111; f =  91965014866.1024323
lambda =   0.037037; f =  10218322008.2273121
lambda =   0.012346; f =   1135366615.9665139
lambda =  0.0041152; f =    126152843.4690134
lambda =  0.0013717; f =     14019144.1795592
lambda = 0.00045725; f =      1560232.3041139
lambda = 0.00015242; f =       176037.9452356
lambda = 5.0805e-05; f =        22281.2064698
lambda = 1.6935e-05; f =         5211.2482647
lambda =  5.645e-06; f =         3319.2940942
lambda = 1.8817e-06; f =         3110.6462482
lambda = 6.2723e-07; f =         3087.9862489
lambda = 2.0908e-07; f =         3085.6428361
lambda = 6.9692e-08; f =         3085.4405785
lambda = 2.3231e-08; f =         3089.7412345
lambda = 7.7435e-09; f =         3085.6061650
lambda = 2.5812e-09; f =         3085.4497918
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3093.9624108
lambda = -2.0908e-07; f =         3090.1582520
lambda = -6.9692e-08; f =         3087.4134401
lambda = -2.3231e-08; f =         3085.9665452
lambda = -7.7435e-09; f =         3085.5275269
lambda = -2.5812e-09; f =         3085.4473033
Norm of dx 2.7294e+06
Predicted improvement:        0.170383842
lambda =          1; f =         3089.0962838
lambda =    0.33333; f =         3085.8454909
lambda =    0.11111; f =         3085.4596578
lambda =   0.037037; f =         3085.4293932
Norm of dx    0.53317
Predicted improvement:        0.005514224
lambda =          1; f =         3085.4239335
Norm of dx   0.014241
Done for param stderr RES_RR_kor_BAR =   1.5784; f = 3085.4239
Predicted improvement:        0.000064526
lambda =          1; f =         3085.4238686
Norm of dx 0.00022237
Done for param stderr RES_RS_kor =   0.1118; f = 3085.4239
Predicted improvement:        0.000080565
lambda =          1; f =         3085.4237875
Norm of dx 0.00068644
Done for param stderr RES_PIE_E_kor4 =   0.1627; f = 3085.4238
Predicted improvement:        0.000648419
lambda =          1; f =         3085.4231380
Norm of dx   0.010809
Done for param stderr RES_CA_kor =   3.8813; f = 3085.4231
Predicted improvement:        0.000968317
lambda =          1; f =         3085.4221745
Norm of dx   0.019354
Done for param stderr RES_LS_kor_BAR =   2.0738; f = 3085.4222
Predicted improvement:        0.001418252
lambda =          1; f =         3085.4207650
Norm of dx   0.019272
Done for param stderr RES_S_kor =   3.1308; f = 3085.4208
Predicted improvement:        0.000078150
lambda =          1; f =         3085.4206868
Norm of dx 0.00060401
Done for param stderr RES_DEF_kor =   0.6972; f = 3085.4207
Predicted improvement:        0.006627277
lambda =          1; f =         3085.4140004
Norm of dx   0.037805
Done for param stderr RES_RR_us_BAR =   4.3901; f = 3085.4140
Predicted improvement:        0.002332327
lambda =          1; f =         3085.4117040
Norm of dx  0.0022611
Done for param stderr RES_RS_us =   0.1353; f = 3085.4117
Predicted improvement:        0.000066461
lambda =          1; f =         3085.4116374
Norm of dx  0.0013303
Done for param stderr RES_Y_us =   1.6097; f = 3085.4116
Predicted improvement:        0.000012467
lambda =          1; f =         3085.4116250
Norm of dx  0.0010101
Done for param stderr RES_BLT_us =   2.4955; f = 3085.4116
Predicted improvement:        0.000013752
lambda =          1; f =         3085.4116112
Norm of dx  0.0053801
Done for param stderr RES_BLT_us_BAR =   4.4537; f = 3085.4116
Predicted improvement:        0.000013393
lambda =          1; f =         3085.4115978
Norm of dx 0.00011895
Done for param stderr RES_PIE_us =   0.3350; f = 3085.4116
Predicted improvement:        0.003556771
lambda =          1; f =         3085.4080711
Norm of dx   0.000869
Done for param gamma_kor1 =   0.8763; f = 3085.4081
Predicted improvement:        0.000178989
lambda =          1; f =         3085.4078919
Norm of dx  0.0026547
Done for param gamma_kor3 =   0.5365; f = 3085.4079
Predicted improvement:        0.000407855
lambda =          1; f =         3085.4074867
Norm of dx  0.0032111
Done for param lambda_kor1 =   0.2605; f = 3085.4075
Predicted improvement:        0.000121109
lambda =          1; f =         3085.4073650
Norm of dx   0.000658
Done for param lambda_kor2 =   0.0739; f = 3085.4074
Predicted improvement:        0.000398399
lambda =          1; f =         3085.4069665
Norm of dx 0.00071218
Done for param lambda_kor3 =   0.7432; f = 3085.4070
Predicted improvement:        0.001949872
lambda =          1; f =         3085.4050262
Norm of dx 0.00040101
Done for param gamma_us1 =   0.9126; f = 3085.4050
Predicted improvement:        0.002068235
lambda =          1; f =         3085.4029684
Norm of dx   0.016067
Done for param gamma_us2 =   1.6506; f = 3085.4030
Predicted improvement:        0.000213497
lambda =          1; f =         3085.4027556
Norm of dx  0.0028748
Done for param gamma_us3 =   0.3078; f = 3085.4028
Predicted improvement:        0.000091767
lambda =          1; f =         3085.4026638
Norm of dx 0.00059561
Done for param beta_us1 =   0.4563; f = 3085.4027
Predicted improvement:        0.000076527
lambda =          1; f =         3085.4025873
Norm of dx 0.00026139
Done for param lambda_us2 =   0.0768; f = 3085.4026
Predicted improvement:        0.000106493
lambda =          1; f =         3085.4024808
Norm of dx 0.00047511
Done for param lambda_us3 =   0.4328; f = 3085.4025
Predicted improvement:        0.000079349
lambda =          1; f =         3085.4024016
Norm of dx 0.00067423
Done for param rho_oil1 =   0.8817; f = 3085.4024
Predicted improvement:        0.001022926
lambda =          1; f =         3085.4013805
Norm of dx  0.0047346
Done for param gamma_kor2 =   1.5999; f = 3085.4014
Sequence of univariate steps!!
Actual dxnorm 0.061663
FVAL          3085.4014
Improvement   0.033479
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 20.1062 s.
 
Iteration 11
Correct for low angle: 7.61438e-06
Predicted improvement:    34382.139421166
lambda =          1; f = 15491790830339.3769531
lambda =    0.33333; f = 1721309888047.6538086
lambda =    0.11111; f = 191256587999.0255127
lambda =   0.037037; f =  21250711765.1259003
lambda =   0.012346; f =   2361185284.9965539
lambda =  0.0041152; f =    262354113.3485040
lambda =  0.0013717; f =     29152350.5317678
lambda = 0.00045725; f =      3241610.2561370
lambda = 0.00015242; f =       362827.9929265
lambda = 5.0805e-05; f =        43026.1050156
lambda = 1.6935e-05; f =         7513.0852035
lambda =  5.645e-06; f =         3573.9833273
lambda = 1.8817e-06; f =         3138.5684035
lambda = 6.2723e-07; f =         3090.9433217
lambda = 2.0908e-07; f =         3085.9030973
lambda = 6.9692e-08; f =         3085.4268895
lambda = 2.3231e-08; f =         3121.8245583
lambda = 7.7435e-09; f =         3085.8274812
lambda = 2.5812e-09; f =         3085.4341725
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3096.9985898
lambda = -2.0908e-07; f =         3091.3934403
lambda = -6.9692e-08; f =         3088.1746285
lambda = -2.3231e-08; f =         3086.2714745
lambda = -7.7435e-09; f =         3085.5738120
lambda = -2.5812e-09; f =         3085.4260827
Norm of dx 3.9367e+06
Predicted improvement:       33.068505173
lambda =          1; f =         8089.7948415
lambda =    0.33333; f =         3637.8295845
lambda =    0.11111; f =         3145.6157945
lambda =   0.037037; f =         3091.7119769
lambda =   0.012346; f =         3085.9833285
lambda =  0.0041152; f =         3085.4337002
lambda =  0.0013717; f =         3356.8649961
lambda = 0.00045725; f =         3094.9180808
lambda = 0.00015242; f =         3087.4812910
lambda = 5.0805e-05; f =         3085.8158348
lambda = 1.6935e-05; f =         3085.4628279
lambda =  5.645e-06; f =         3085.4088317
lambda = 1.8817e-06; f =         3085.4021627
lambda = 6.2723e-07; f =         3085.4014412
lambda = 2.0908e-07; f =         3085.4013781
lambda = 6.9692e-08; f =         3085.4013772
lambda = 1.3473e-07; f =         3085.4013763
Norm of dx     1242.9
Predicted improvement:        0.002424793
lambda =          1; f =         3085.3988790
Norm of dx  0.0093514
Done for param stderr RES_RR_kor_BAR =   1.5877; f = 3085.3989
Predicted improvement:        0.000102622
lambda =          1; f =         3085.3987767
Norm of dx 0.00028237
Done for param stderr RES_RS_kor =   0.1120; f = 3085.3988
Predicted improvement:        0.000074198
lambda =          1; f =         3085.3987026
Norm of dx 0.00037033
Done for param stderr RES_PIE_kor =   0.4422; f = 3085.3987
Predicted improvement:        0.000213210
lambda =          1; f =         3085.3984889
Norm of dx  0.0062108
Done for param stderr RES_CA_kor =   3.8875; f = 3085.3985
Predicted improvement:        0.000523441
lambda =          1; f =         3085.3979638
Norm of dx   0.014151
Done for param stderr RES_LS_kor_BAR =   2.0880; f = 3085.3980
Predicted improvement:        0.000796212
lambda =          1; f =         3085.3971713
Norm of dx   0.014384
Done for param stderr RES_S_kor =   3.1164; f = 3085.3972
Predicted improvement:        0.000015609
lambda =          1; f =         3085.3971556
Norm of dx 0.00027038
Done for param stderr RES_DEF_kor =   0.6975; f = 3085.3972
Predicted improvement:        0.004014765
lambda =          1; f =         3085.3930260
Norm of dx    0.02929
Done for param stderr RES_RR_us_BAR =   4.4194; f = 3085.3930
Predicted improvement:        0.001486354
lambda =          1; f =         3085.3915475
Norm of dx 0.00055744
Done for param gamma_kor1 =   0.8768; f = 3085.3915
Predicted improvement:        0.000196786
lambda =          1; f =         3085.3913505
Norm of dx  0.0027985
Done for param gamma_kor3 =   0.5393; f = 3085.3914
Predicted improvement:        0.000045560
lambda =          1; f =         3085.3913049
Norm of dx  0.0010634
Done for param lambda_kor1 =   0.2616; f = 3085.3913
Predicted improvement:        0.000026835
lambda =          1; f =         3085.3912780
Norm of dx 0.00031224
Done for param lambda_kor2 =   0.0742; f = 3085.3913
Predicted improvement:        0.000215334
lambda =          1; f =         3085.3910626
Norm of dx 0.00052375
Done for param lambda_kor3 =   0.7437; f = 3085.3911
Predicted improvement:        0.001613977
lambda =          1; f =         3085.3894568
Norm of dx 0.00036334
Done for param gamma_us1 =   0.9130; f = 3085.3895
Predicted improvement:        0.000016818
lambda =          1; f =         3085.3894400
Norm of dx  0.0014393
Done for param gamma_us2 =   1.6492; f = 3085.3894
Predicted improvement:        0.000203084
lambda =          1; f =         3085.3892376
Norm of dx  0.0027939
Done for param gamma_us3 =   0.3050; f = 3085.3892
Predicted improvement:        0.000030635
lambda =          1; f =         3085.3892069
Norm of dx 0.00034416
Done for param beta_us1 =   0.4559; f = 3085.3892
Predicted improvement:        0.000016616
lambda =          1; f =         3085.3891903
Norm of dx 0.00010356
Done for param beta_us2 =   0.0285; f = 3085.3892
Predicted improvement:        0.000017033
lambda =          1; f =         3085.3891733
Norm of dx 0.00058659
Done for param lambda_us1 =   0.3329; f = 3085.3892
Predicted improvement:        0.000179629
lambda =          1; f =         3085.3889937
Norm of dx 0.00040024
Done for param lambda_us2 =   0.0764; f = 3085.3890
Predicted improvement:        0.000023279
lambda =          1; f =         3085.3889704
Norm of dx 0.00022236
Done for param lambda_us3 =   0.4326; f = 3085.3890
Predicted improvement:        0.000013410
lambda =          1; f =         3085.3889570
Norm of dx  0.0002767
Done for param rho_oil1 =   0.8819; f = 3085.3890
Predicted improvement:        0.000034152
lambda =          1; f =         3085.3889228
Norm of dx 0.00086305
Done for param gamma_kor2 =   1.5990; f = 3085.3889
Sequence of univariate steps!!
Actual dxnorm 0.037584
FVAL          3085.3889
Improvement   0.012458
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 21.3633 s.
 
Iteration 12
Correct for low angle: 5.37453e-05
Predicted improvement:     4870.904125027
lambda =          1; f =    230578882.6678590
lambda =    0.33333; f =     25620523.0952661
lambda =    0.11111; f =      2848783.5076673
lambda =   0.037037; f =       319050.4600239
lambda =   0.012346; f =        38119.3363579
lambda =  0.0041152; f =         6954.4914536
lambda =  0.0013717; f =         3508.1400947
lambda = 0.00045725; f =         3130.5255466
lambda = 0.00015242; f =         3089.9263787
lambda = 5.0805e-05; f =         3085.7506565
lambda = 1.6935e-05; f =         3085.3973669
lambda =  5.645e-06; f =         3106.2970904
lambda = 1.8817e-06; f =         3094.4328813
lambda = 6.2723e-07; f =         3090.2260545
lambda = 2.0908e-07; f =         3087.4187400
lambda = 6.9692e-08; f =         3085.9393150
lambda = 2.3231e-08; f =         3085.4853115
lambda = 7.7435e-09; f =         3085.4017794
lambda = 2.5812e-09; f =         3085.3904348
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3085.6110556
lambda = -2.0908e-07; f =         3085.3954373
lambda = -6.9692e-08; f =         3090.2042258
lambda = -2.3231e-08; f =         3085.5721563
lambda = -7.7435e-09; f =         3085.4049566
lambda = -2.5812e-09; f =         3085.3905955
Norm of dx 9.3424e+05
Predicted improvement:        0.030954072
lambda =          1; f =         3085.7855285
lambda =    0.33333; f =         3085.4210403
lambda =    0.11111; f =         3085.3879820
lambda =   0.037037; f =         3085.3872928
lambda =   0.071599; f =         3085.3869619
Norm of dx    0.25605
Predicted improvement:        0.000710560
lambda =          1; f =         3085.3862488
Norm of dx  0.0051892
Done for param stderr RES_RR_kor_BAR =   1.5975; f = 3085.3862
Predicted improvement:        0.000014922
lambda =          1; f =         3085.3862338
Norm of dx 0.00029948
Done for param stderr RES_PIE_E_kor4 =   0.1632; f = 3085.3862
Predicted improvement:        0.000130792
lambda =          1; f =         3085.3861028
Norm of dx  0.0048731
Done for param stderr RES_CA_kor =   3.8923; f = 3085.3861
Predicted improvement:        0.000122997
lambda =          1; f =         3085.3859797
Norm of dx  0.0068641
Done for param stderr RES_LS_kor_BAR =   2.0991; f = 3085.3860
Predicted improvement:        0.000322126
lambda =          1; f =         3085.3856585
Norm of dx  0.0091223
Done for param stderr RES_S_kor =   3.1066; f = 3085.3857
Predicted improvement:        0.000017851
lambda =          1; f =         3085.3856407
Norm of dx 0.00028923
Done for param stderr RES_DEF_kor =   0.6977; f = 3085.3856
Predicted improvement:        0.001387869
lambda =          1; f =         3085.3842525
Norm of dx   0.017655
Done for param stderr RES_RR_us_BAR =   4.4489; f = 3085.3843
Predicted improvement:        0.000016592
lambda =          1; f =         3085.3842359
Norm of dx 0.00018593
Done for param stderr RES_RS_us =   0.1355; f = 3085.3842
Predicted improvement:        0.000030292
lambda =          1; f =         3085.3842056
Norm of dx 0.00089955
Done for param stderr RES_Y_us =   1.6106; f = 3085.3842
Predicted improvement:        0.000374858
lambda =          1; f =         3085.3838316
Norm of dx 0.00027761
Done for param gamma_kor1 =   0.8775; f = 3085.3838
Predicted improvement:        0.000424530
lambda =          1; f =         3085.3834095
Norm of dx  0.0032986
Done for param lambda_kor1 =   0.2624; f = 3085.3834
Predicted improvement:        0.000020051
lambda =          1; f =         3085.3833896
Norm of dx 0.00027074
Done for param lambda_kor2 =   0.0744; f = 3085.3834
Predicted improvement:        0.000112162
lambda =          1; f =         3085.3832774
Norm of dx 0.00037824
Done for param lambda_kor3 =   0.7441; f = 3085.3833
Predicted improvement:        0.000847001
lambda =          1; f =         3085.3824341
Norm of dx 0.00026141
Done for param gamma_us1 =   0.9135; f = 3085.3824
Predicted improvement:        0.000996638
lambda =          1; f =         3085.3814409
Norm of dx   0.011147
Done for param gamma_us2 =   1.6489; f = 3085.3814
Predicted improvement:        0.000016031
lambda =          1; f =         3085.3814249
Norm of dx 0.00077747
Done for param gamma_us3 =   0.3028; f = 3085.3814
Predicted improvement:        0.000034036
lambda =          1; f =         3085.3813909
Norm of dx  0.0001493
Done for param beta_us2 =   0.0286; f = 3085.3814
Predicted improvement:        0.000018509
lambda =          1; f =         3085.3813724
Norm of dx 0.00019841
Done for param lambda_us3 =   0.4325; f = 3085.3814
Predicted improvement:        0.000282676
lambda =          1; f =         3085.3810899
Norm of dx  0.0024852
Done for param gamma_kor2 =   1.5983; f = 3085.3811
Sequence of univariate steps!!
Actual dxnorm 0.034988
FVAL          3085.3811
Improvement   0.0078329
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 20.0664 s.
 
Iteration 13
Correct for low angle: 4.72092e-05
Predicted improvement:     5545.422621755
lambda =          1; f =   8137573085.4620609
lambda =    0.33333; f =    904169031.4655465
lambda =    0.11111; f =    100463154.5934700
lambda =   0.037037; f =     11164387.4140457
lambda =   0.012346; f =      1242922.7971700
lambda =  0.0041152; f =       140744.0416251
lambda =  0.0013717; f =        18348.0430764
lambda = 0.00045725; f =         4770.9787153
lambda = 0.00015242; f =         3269.6383619
lambda = 5.0805e-05; f =         3104.8809868
lambda = 1.6935e-05; f =         3087.2393145
lambda =  5.645e-06; f =         3085.5005292
lambda = 1.8817e-06; f =         3085.3811310
lambda = 6.2723e-07; f =         3092.0341091
lambda = 2.0908e-07; f =         3087.9754243
lambda = 6.9692e-08; f =         3086.1437744
lambda = 2.3231e-08; f =         3085.5254047
lambda = 7.7435e-09; f =         3085.4011604
lambda = 2.5812e-09; f =         3085.3834962
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3085.7713741
lambda = -2.0908e-07; f =         3085.3984747
lambda = -6.9692e-08; f =         3101.4562963
lambda = -2.3231e-08; f =         3085.7061257
lambda = -7.7435e-09; f =         3085.4074391
lambda = -2.5812e-09; f =         3085.3837765
Norm of dx 1.1822e+06
Predicted improvement:        0.008803440
lambda =          1; f =         3085.6893099
lambda =    0.33333; f =         3085.4145562
lambda =    0.11111; f =         3085.3836401
lambda =   0.037037; f =         3085.3809442
lambda =   0.012346; f =         3085.3809292
lambda =   0.023866; f =         3085.3808805
Norm of dx    0.13313
Predicted improvement:        0.000286108
lambda =          1; f =         3085.3805936
Norm of dx  0.0033068
Done for param stderr RES_RR_kor_BAR =   1.6011; f = 3085.3806
Predicted improvement:        0.000026321
lambda =          1; f =         3085.3805673
Norm of dx 0.00014352
Done for param stderr RES_RS_kor =   0.1124; f = 3085.3806
Predicted improvement:        0.000017011
lambda =          1; f =         3085.3805503
Norm of dx 0.00017707
Done for param stderr RES_PIE_kor =   0.4421; f = 3085.3806
Predicted improvement:        0.000050148
lambda =          1; f =         3085.3805001
Norm of dx 0.00055647
Done for param stderr RES_PIE_E_kor4 =   0.1633; f = 3085.3805
Predicted improvement:        0.000059650
lambda =          1; f =         3085.3804404
Norm of dx  0.0032951
Done for param stderr RES_CA_kor =   3.8958; f = 3085.3804
Predicted improvement:        0.000091728
lambda =          1; f =         3085.3803485
Norm of dx  0.0059202
Done for param stderr RES_LS_kor_BAR =   2.1060; f = 3085.3803
Predicted improvement:        0.000170384
lambda =          1; f =         3085.3801785
Norm of dx  0.0066247
Done for param stderr RES_S_kor =   3.0997; f = 3085.3802
Predicted improvement:        0.000703543
lambda =          1; f =         3085.3794701
Norm of dx   0.012597
Done for param stderr RES_RR_us_BAR =   4.4632; f = 3085.3795
Predicted improvement:        0.000034349
lambda =          1; f =         3085.3794359
Norm of dx 0.00026925
Done for param stderr RES_RS_us =   0.1356; f = 3085.3794
Predicted improvement:        0.000011735
lambda =          1; f =         3085.3794241
Norm of dx  0.0049714
Done for param stderr RES_BLT_us_BAR =   4.4587; f = 3085.3794
Predicted improvement:        0.000153316
lambda =          1; f =         3085.3792710
Norm of dx 0.00017709
Done for param gamma_kor1 =   0.8777; f = 3085.3793
Predicted improvement:        0.000034392
lambda =          1; f =         3085.3792367
Norm of dx  0.0011804
Done for param gamma_kor3 =   0.5431; f = 3085.3792
Predicted improvement:        0.000034642
lambda =          1; f =         3085.3792020
Norm of dx 0.00021021
Done for param lambda_kor3 =   0.7443; f = 3085.3792
Predicted improvement:        0.000219938
lambda =          1; f =         3085.3789826
Norm of dx 0.00013255
Done for param gamma_us1 =   0.9137; f = 3085.3790
Predicted improvement:        0.000093311
lambda =          1; f =         3085.3788894
Norm of dx  0.0033975
Done for param gamma_us2 =   1.6477; f = 3085.3789
Predicted improvement:        0.000034365
lambda =          1; f =         3085.3788550
Norm of dx  0.0011409
Done for param gamma_us3 =   0.3015; f = 3085.3789
Predicted improvement:        0.000022805
lambda =          1; f =         3085.3788322
Norm of dx 0.00029698
Done for param beta_us1 =   0.4554; f = 3085.3788
Predicted improvement:        0.000055925
lambda =          1; f =         3085.3787763
Norm of dx 0.00022328
Done for param lambda_us2 =   0.0760; f = 3085.3788
Predicted improvement:        0.000012954
lambda =          1; f =         3085.3787633
Norm of dx 0.00016608
Done for param lambda_us3 =   0.4324; f = 3085.3788
Predicted improvement:        0.000020089
lambda =          1; f =         3085.3787433
Norm of dx 0.00033869
Done for param rho_oil1 =   0.8822; f = 3085.3787
Predicted improvement:        0.000033512
lambda =          1; f =         3085.3787097
Norm of dx 0.00085483
Done for param gamma_kor2 =   1.5979; f = 3085.3787
Sequence of univariate steps!!
Actual dxnorm 0.018826
FVAL          3085.3787
Improvement   0.0023802
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 19.6828 s.
 
Iteration 14
Correct for low angle: 0.000434313
Predicted improvement:      602.780026576
lambda =          1; f =  26318341008.8086624
lambda =    0.33333; f =   2924254331.5181413
lambda =    0.11111; f =    324917052.8559545
lambda =   0.037037; f =     36103692.3789345
lambda =   0.012346; f =      4013949.7569868
lambda =  0.0041152; f =       448632.8713303
lambda =  0.0013717; f =        52556.3190690
lambda = 0.00045725; f =         8570.7483341
lambda = 0.00015242; f =         3691.0809202
lambda = 5.0805e-05; f =         3151.4307383
lambda = 1.6935e-05; f =         3092.3097597
lambda =  5.645e-06; f =         3086.0205858
lambda = 1.8817e-06; f =         3085.4150633
lambda = 6.2723e-07; f =         3218.7851879
lambda = 2.0908e-07; f =         3085.9503921
lambda = 6.9692e-08; f =         3085.4207946
lambda = 2.3231e-08; f =         3085.3828548
lambda = 7.7435e-09; f =         3085.3791472
lambda = 2.5812e-09; f =         3085.3787556
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3086.4284884
lambda = -2.0908e-07; f =         3085.5893421
lambda = -6.9692e-08; f =         3085.4093057
lambda = -2.3231e-08; f =         3085.3824866
lambda = -7.7435e-09; f =         3085.3791506
lambda = -2.5812e-09; f =         3085.3787614
Norm of dx 1.6444e+05
Predicted improvement:       21.908707817
lambda =          1; f =        65355.8867821
lambda =    0.33333; f =         9991.8365017
lambda =    0.11111; f =         3848.6155752
lambda =   0.037037; f =         3168.8082307
lambda =   0.012346; f =         3094.1979523
lambda =  0.0041152; f =         3086.2158784
lambda =  0.0013717; f =         3085.4316337
lambda = 0.00045725; f =         3085.3787128
lambda = 0.00015242; f =         3097.8070949
lambda = 5.0805e-05; f =         3088.0069237
lambda = 1.6935e-05; f =         3085.9308487
lambda =  5.645e-06; f =         3085.4651036
lambda = 1.8817e-06; f =         3085.3897045
lambda = 6.2723e-07; f =         3085.3799771
lambda = 2.0908e-07; f =         3085.3788471
lambda = 6.9692e-08; f =         3085.3787231
lambda = 2.3231e-08; f =         3085.3787106
lambda = 7.7435e-09; f =         3085.3787096
Norm of dx     4504.6
Predicted improvement:        0.000117403
lambda =          1; f =         3085.3785919
Norm of dx  0.0021241
Done for param stderr RES_RR_kor_BAR =   1.6033; f = 3085.3786
Predicted improvement:        0.000023488
lambda =          1; f =         3085.3785684
Norm of dx  0.0020695
Done for param stderr RES_CA_kor =   3.8979; f = 3085.3786
Predicted improvement:        0.000058187
lambda =          1; f =         3085.3785102
Norm of dx  0.0047122
Done for param stderr RES_LS_kor_BAR =   2.1107; f = 3085.3785
Predicted improvement:        0.000076697
lambda =          1; f =         3085.3784336
Norm of dx  0.0044388
Done for param stderr RES_S_kor =   3.0953; f = 3085.3784
Predicted improvement:        0.000012688
lambda =          1; f =         3085.3784209
Norm of dx 0.00024398
Done for param stderr RES_DEF_kor =   0.6979; f = 3085.3784
Predicted improvement:        0.000361063
lambda =          1; f =         3085.3780586
Norm of dx  0.0090638
Done for param stderr RES_RR_us_BAR =   4.4722; f = 3085.3781
Predicted improvement:        0.000010945
lambda =          1; f =         3085.3780477
Norm of dx 0.00054128
Done for param stderr RES_Y_us =   1.6112; f = 3085.3780
Predicted improvement:        0.000066065
lambda =          1; f =         3085.3779817
Norm of dx 0.00011604
Done for param gamma_kor1 =   0.8778; f = 3085.3780
Predicted improvement:        0.000013737
lambda =          1; f =         3085.3779680
Norm of dx 0.00074713
Done for param gamma_kor3 =   0.5439; f = 3085.3780
Predicted improvement:        0.000012047
lambda =          1; f =         3085.3779559
Norm of dx 0.00021062
Done for param lambda_kor2 =   0.0747; f = 3085.3780
Predicted improvement:        0.000010497
lambda =          1; f =         3085.3779454
Norm of dx 0.00011574
Done for param lambda_kor3 =   0.7444; f = 3085.3779
Predicted improvement:        0.000159859
lambda =          1; f =         3085.3777859
Norm of dx 0.00011281
Done for param gamma_us1 =   0.9138; f = 3085.3778
Predicted improvement:        0.000015084
lambda =          1; f =         3085.3777708
Norm of dx 0.00075459
Done for param gamma_us3 =   0.3007; f = 3085.3778
Predicted improvement:        0.000016479
lambda =          1; f =         3085.3777543
Norm of dx 0.00012114
Done for param lambda_us2 =   0.0759; f = 3085.3778
Sequence of univariate steps!!
Actual dxnorm 0.011595
FVAL          3085.3778
Improvement   0.00095545
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 19.3812 s.
 
Iteration 15
Correct for low angle: 9.88524e-05
Predicted improvement:     2648.426243996
lambda =          1; f = 558823335209.1030273
lambda =    0.33333; f =  62091444784.2487869
lambda =    0.11111; f =   6899038965.2319908
lambda =   0.037037; f =    766558240.1838952
lambda =   0.012346; f =     85174420.7677983
lambda =  0.0041152; f =      9466081.6262030
lambda =  0.0013717; f =      1054368.4616304
lambda = 0.00045725; f =       119841.2115719
lambda = 0.00015242; f =        16040.4776247
lambda = 5.0805e-05; f =         4518.9267902
lambda = 1.6935e-05; f =         3242.7074744
lambda =  5.645e-06; f =         3102.2226309
lambda = 1.8817e-06; f =         3087.0462237
lambda = 6.2723e-07; f =         3085.5031928
lambda = 2.0908e-07; f =         3085.3794904
lambda = 6.9692e-08; f =         3087.5120659
lambda = 2.3231e-08; f =         3085.4952771
lambda = 7.7435e-09; f =         3085.3887652
lambda = 2.5812e-09; f =         3085.3789077
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3085.3796214
lambda = -2.0908e-07; f =         3088.8764608
lambda = -6.9692e-08; f =         3085.8883887
lambda = -2.3231e-08; f =         3085.4536499
lambda = -7.7435e-09; f =         3085.3873522
lambda = -2.5812e-09; f =         3085.3788803
Norm of dx 8.1685e+05
Predicted improvement:        0.000701543
lambda =          1; f =         3085.3776127
lambda =    0.33333; f =         3085.3774274
Norm of dx   0.021022
Predicted improvement:        0.000025977
lambda =          1; f =         3085.3774014
Norm of dx  0.0010022
Done for param stderr RES_RR_kor_BAR =   1.6054; f = 3085.3774
Predicted improvement:        0.000017149
lambda =          1; f =         3085.3773842
Norm of dx 0.00011599
Done for param stderr RES_RS_kor =   0.1125; f = 3085.3774
Predicted improvement:        0.000019382
lambda =          1; f =         3085.3773648
Norm of dx  0.0022287
Done for param stderr RES_S_kor =   3.0928; f = 3085.3774
Predicted improvement:        0.000084935
lambda =          1; f =         3085.3772798
Norm of dx  0.0044173
Done for param stderr RES_RR_us_BAR =   4.4831; f = 3085.3773
Predicted improvement:        0.000010172
lambda =          1; f =         3085.3772696
Norm of dx 0.00010796
Done for param stderr RES_TB_kor =   0.3467; f = 3085.3773
Predicted improvement:        0.000038270
lambda =          1; f =         3085.3772314
Norm of dx 8.8207e-05
Done for param gamma_kor1 =   0.8780; f = 3085.3772
Predicted improvement:        0.000036619
lambda =          1; f =         3085.3771948
Norm of dx 0.00036997
Done for param lambda_kor2 =   0.0747; f = 3085.3772
Predicted improvement:        0.000048527
lambda =          1; f =         3085.3771463
Norm of dx 6.1976e-05
Done for param gamma_us1 =   0.9139; f = 3085.3771
Predicted improvement:        0.000019031
lambda =          1; f =         3085.3771273
Norm of dx 0.00061993
Done for param lambda_us1 =   0.3316; f = 3085.3771
Sequence of univariate steps!!
Actual dxnorm 0.011629
FVAL          3085.3771
Improvement   0.00062702
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 18.7039 s.
 
Iteration 16
Correct for low angle: 5.11989e-06
Predicted improvement:    51132.209207432
lambda =          1; f = 616898871186.2520752
lambda =    0.33333; f =  68544251468.3542175
lambda =    0.11111; f =   7616007266.3427734
lambda =   0.037037; f =    846217980.9265004
lambda =   0.012346; f =     94024380.0752468
lambda =  0.0041152; f =     10449049.5271443
lambda =  0.0013717; f =      1163478.1741027
lambda = 0.00045725; f =       131930.9781864
lambda = 0.00015242; f =        17373.1774013
lambda = 5.0805e-05; f =         4663.8464009
lambda = 1.6935e-05; f =         3257.8555890
lambda =  5.645e-06; f =         3103.5963162
lambda = 1.8817e-06; f =         3087.1034577
lambda = 6.2723e-07; f =         3085.4854318
lambda = 2.0908e-07; f =         3085.3771280
lambda = 6.9692e-08; f =         3093.8912664
lambda = 2.3231e-08; f =         3089.1843812
lambda = 7.7435e-09; f =         3086.7409647
lambda = 2.5812e-09; f =         3085.6891354
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3198.1762156
lambda = -2.0908e-07; f =         3097.3753034
lambda = -6.9692e-08; f =         3086.5396890
lambda = -2.3231e-08; f =         3085.4572253
lambda = -7.7435e-09; f =         3085.3774494
lambda = -2.5812e-09; f =         3086.5895716
Norm of dx 1.7134e+07
Predicted improvement:        0.000140177
lambda =          1; f =         3085.3771648
lambda =    0.33333; f =         3085.3770692
Norm of dx  0.0070672
Predicted improvement:        0.000024817
lambda =          1; f =         3085.3770444
Norm of dx  0.0021281
Done for param stderr RES_CA_kor =   3.9002; f = 3085.3770
Predicted improvement:        0.000019816
lambda =          1; f =         3085.3770246
Norm of dx  0.0027493
Done for param stderr RES_LS_kor_BAR =   2.1158; f = 3085.3770
Predicted improvement:        0.000021294
lambda =          1; f =         3085.3770033
Norm of dx   0.002336
Done for param stderr RES_S_kor =   3.0903; f = 3085.3770
Predicted improvement:        0.000019815
lambda =          1; f =         3085.3769835
Norm of dx  0.0021379
Done for param stderr RES_RR_us_BAR =   4.4875; f = 3085.3770
Predicted improvement:        0.000018047
lambda =          1; f =         3085.3769654
Norm of dx 0.00085771
Done for param gamma_kor3 =   0.5445; f = 3085.3770
Predicted improvement:        0.000012835
lambda =          1; f =         3085.3769526
Norm of dx 0.00021866
Done for param lambda_kor2 =   0.0747; f = 3085.3770
Predicted improvement:        0.000013102
lambda =          1; f =         3085.3769395
Norm of dx 3.2152e-05
Done for param gamma_us1 =   0.9140; f = 3085.3769
Sequence of univariate steps!!
Actual dxnorm 0.0062118
FVAL          3085.3769
Improvement   0.00018782
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 18.2329 s.
 
Iteration 17
Correct for low angle: 3.12764e-05
Predicted improvement:     8370.453470549
lambda =          1; f = 7942695382072.0820312
lambda =    0.33333; f = 882521565695.9130859
lambda =    0.11111; f =  98057905782.4731598
lambda =   0.037037; f =  10895309386.8675900
lambda =   0.012346; f =   1210587281.4162562
lambda =  0.0041152; f =    134510649.1823545
lambda =  0.0013717; f =     14947774.3042624
lambda = 0.00045725; f =      1663408.3079887
lambda = 0.00015242; f =       187499.8959401
lambda = 5.0805e-05; f =        23553.9805542
lambda = 1.6935e-05; f =         5352.3833821
lambda =  5.645e-06; f =         3334.8475647
lambda = 1.8817e-06; f =         3112.2973521
lambda = 6.2723e-07; f =         3088.1096954
lambda = 2.0908e-07; f =         3085.6022261
lambda = 6.9692e-08; f =         3085.3836345
lambda = 2.3231e-08; f =         3090.3114197
lambda = 7.7435e-09; f =         3085.5624900
lambda = 2.5812e-09; f =         3085.3930661
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3096.2724009
lambda = -2.0908e-07; f =         3090.3854601
lambda = -6.9692e-08; f =         3087.4356942
lambda = -2.3231e-08; f =         3085.9343659
lambda = -7.7435e-09; f =         3085.4748116
lambda = -2.5812e-09; f =         3085.3900738
Norm of dx 2.8196e+06
Predicted improvement:        0.000036900
lambda =          1; f =         3085.3769552
lambda =    0.33333; f =         3085.3769248
Norm of dx  0.0048325
Predicted improvement:        0.000011682
lambda =          1; f =         3085.3769131
Norm of dx 0.00015652
Done for param stderr RES_RS_us =   0.1357; f = 3085.3769
Predicted improvement:        0.000011470
lambda =          1; f =         3085.3769017
Norm of dx  0.0011905
Done for param gamma_us2 =   1.6465; f = 3085.3769
Sequence of univariate steps!!
Actual dxnorm 0.0020091
FVAL          3085.3769
Improvement   3.7783e-05
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 18.0174 s.
 
Iteration 18
Correct for low angle: 2.62128e-05
Predicted improvement:     9987.407665312
lambda =          1; f =   9057638570.0934544
lambda =    0.33333; f =   1006397249.4719622
lambda =    0.11111; f =    111821417.7737445
lambda =   0.037037; f =     12426281.9545807
lambda =   0.012346; f =      1383099.6278903
lambda =  0.0041152; f =       156313.6840622
lambda =  0.0013717; f =        20076.6843137
lambda = 0.00045725; f =         4962.5736605
lambda = 0.00015242; f =         3290.6696511
lambda = 5.0805e-05; f =         3107.1470236
lambda = 1.6935e-05; f =         3087.4680821
lambda =  5.645e-06; f =         3085.5161505
lambda = 1.8817e-06; f =         3085.3771425
lambda = 6.2723e-07; f =         3097.2694828
lambda = 2.0908e-07; f =         3090.9908985
lambda = 6.9692e-08; f =         3087.8173016
lambda = 2.3231e-08; f =         3086.0911544
lambda = 7.7435e-09; f =         3085.5103123
lambda = 2.5812e-09; f =         3085.3953269
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3089.4021023
lambda = -2.0908e-07; f =         3085.7278065
lambda = -6.9692e-08; f =         3085.3915587
lambda = -2.3231e-08; f =         3097.5798747
lambda = -7.7435e-09; f =         3085.6668409
lambda = -2.5812e-09; f =         3085.4007648
Norm of dx 3.3827e+06
Predicted improvement:        0.000000053
lambda =          1; f =         3085.3769017
lambda =    0.33333; f =         3085.3769017
Norm of dx 5.2983e-05
Sequence of univariate steps!!
Try diagonal Hessian
Correct for low angle: 0.00255921
Predicted improvement:        2.903918425
lambda =          1; f =         3179.9874242
lambda =    0.33333; f =         3095.3892858
lambda =    0.11111; f =         3086.3330991
lambda =   0.037037; f =         3085.4391220
lambda =   0.012346; f =         3085.3769457
lambda =  0.0041152; f =         3100.8207415
lambda =  0.0013717; f =         3093.4624159
lambda = 0.00045725; f =         3089.4829528
lambda = 0.00015242; f =         3086.9328378
lambda = 5.0805e-05; f =         3085.7522585
lambda = 1.6935e-05; f =         3085.4373984
lambda =  5.645e-06; f =         3085.3846639
lambda = 1.8817e-06; f =         3085.3778033
lambda = 6.2723e-07; f =         3085.3770013
lambda = 2.0908e-07; f =         3085.3769120
lambda = 6.9692e-08; f =         3085.3769026
lambda = 2.3231e-08; f =         3085.3769017
lambda = 7.7435e-09; f =         3085.3769016
Norm of dx     983.56
Try gradient direction
Predicted improvement:        0.000069738
lambda =          1; f =         3085.3770333
lambda =    0.33333; f =         3085.3768854
Norm of dx  0.0001181
Gradient direction successful
Actual dxnorm 4.3875e-05
FVAL          3085.3769
Improvement   1.6298e-05
Ftol          1e-05
Htol          1e-05
Elapsed time for iteration 18.1633 s.
 
Iteration 19
Correct for low angle: 0.00011466
Predicted improvement:     2283.233603057
lambda =          1; f =     57789553.8888695
lambda =    0.33333; f =      6422064.1412627
lambda =    0.11111; f =       715743.4020656
lambda =   0.037037; f =        82096.8272864
lambda =   0.012346; f =        11816.7032383
lambda =  0.0041152; f =         4041.9761468
lambda =  0.0013717; f =         3187.8377512
lambda = 0.00045725; f =         3095.8924708
lambda = 0.00015242; f =         3086.3361551
lambda = 5.0805e-05; f =         3085.4308100
lambda = 1.6935e-05; f =         3085.3768916
lambda =  5.645e-06; f =         3137.2131878
lambda = 1.8817e-06; f =         3098.4574269
lambda = 6.2723e-07; f =         3091.2766138
lambda = 2.0908e-07; f =         3087.8350312
lambda = 6.9692e-08; f =         3086.0823195
lambda = 2.3231e-08; f =         3085.5073997
lambda = 7.7435e-09; f =         3085.3948423
lambda = 2.5812e-09; f =         3085.3790367
lambda = -6.272254743863071e-07
lambda = -6.2723e-07; f =         3085.7140618
lambda = -2.0908e-07; f =         3085.3906118
lambda = -6.9692e-08; f =         3096.4678914
lambda = -2.3231e-08; f =         3085.6557394
lambda = -7.7435e-09; f =         3085.3999849
lambda = -2.5812e-09; f =         3085.3792452
Norm of dx 1.1134e+06
Norm of dx          0
Sequence of univariate steps!!
Try diagonal Hessian
Predicted improvement:        1.487175773
lambda =          1; f =       103256.9954867
lambda =    0.33333; f =        14198.9620348
lambda =    0.11111; f =         4314.7037014
lambda =   0.037037; f =         3220.1456811
lambda =   0.012346; f =         3099.7590918
lambda =  0.0041152; f =         3086.7875909
lambda =  0.0013717; f =         3085.4789746
lambda = 0.00045725; f =         3085.3777919
lambda = 0.00015242; f =         3086.9844214
lambda = 5.0805e-05; f =         3085.4691031
lambda = 1.6935e-05; f =         3085.3854977
lambda =  5.645e-06; f =         3085.3777816
lambda = 1.8817e-06; f =         3085.3769794
lambda = 6.2723e-07; f =         3085.3768945
lambda = 2.0908e-07; f =         3085.3768860
lambda = 6.9692e-08; f =         3085.3768853
Norm of dx     319.74
Try gradient direction
Predicted improvement:        0.000033646
lambda =          1; f =         3085.3769360
lambda =    0.33333; f =         3085.3768760
Norm of dx 8.2032e-05
No further improvement is possible!
Actual dxnorm 3.5469e-05
FVAL          3085.3769
Improvement   9.3879e-06
Ftol          1e-05
Htol          1e-05
Gradient norm  0.82032
Minimum Hessian eigenvalue -8.0457e-11
Maximum Hessian eigenvalue 2232273.1541
No further improvement is possible! Estimation successful.

Final value of minus the log posterior (or likelihood):3085.376876 

RESULTS FROM POSTERIOR ESTIMATION
parameters
                        prior mean     mode    s.d.  prior pstdev

gamma_kor1                  0.5000   0.8780  0.0171   beta 0.1500 
gamma_kor3                  0.5000   0.5443  0.1600   gamm 0.2000 
beta_kor1                   0.5000   0.2032  0.0632   beta 0.1500 
beta_kor2                   0.1000   0.0091  0.0106   beta 0.0700 
beta_kor3                   0.1000   0.0596  0.0329   gamm 0.0500 
lambda_kor1                 0.5500   0.2631  0.1151   beta 0.1500 
lambda_kor2                 0.1500   0.0749  0.0440   gamm 0.0800 
lambda_kor3                 0.6500   0.7444  0.0276   beta 0.1500 
alpha_kor1                  0.8000   0.5996  0.0904   beta 0.1000 
alpha_kor2                  0.3000   0.0727  0.0140   gamm 0.1200 
gamma_us1                   0.5000   0.9140  0.0117   beta 0.1500 
gamma_us2                   1.5000   1.6466  0.2614   gamm 0.2500 
gamma_us3                   0.2000   0.3002  0.1517   gamm 0.1000 
beta_us1                    0.7000   0.4554  0.0542   beta 0.1200 
beta_us2                    0.1500   0.0286  0.0204   beta 0.0800 
lambda_us1                  0.4500   0.3315  0.1033   beta 0.1500 
lambda_us2                  0.0500   0.0757  0.0255   gamm 0.0300 
lambda_us3                  0.5000   0.4324  0.0374   beta 0.1500 
rho_oil1                    0.9000   0.8822  0.0545   beta 0.0500 
gamma_kor2                  1.5000   1.5979  0.1066   gamm 0.1000 

standard deviation of shocks
                        prior mean     mode    s.d.  prior pstdev

RES_RR_kor_BAR              0.2000   1.6061  0.2299   invg 0.2000 
RES_RS_kor                  0.3000   0.1126  0.0221   invg 0.3000 
RES_UNR_kor_GAP             0.2000   0.1478  0.0149   invg 0.2000 
RES_UNR_kor_BAR             0.1000   0.0583  0.0218   invg 0.1000 
RES_UNR_G_kor               0.1000   0.0531  0.0122   invg 0.1000 
RES_Y_kor                   0.5000   1.8319  0.1325   invg 0.5000 
RES_LGDP_kor_BAR            0.4000   0.0572  0.0048   invg 0.4000 
RES_G_kor                   0.2000   0.2276  0.0200   invg 0.2000 
RES_BLT_kor                10.0000   2.5060  0.1920   invg 10.0000 
RES_BLT_kor_BAR             5.0000   2.6815  0.8820   invg 5.0000 
RES_PIE_kor                 0.3000   0.4421  0.0310   invg 0.3000 
RES_PIE_E_kor4              0.3000   0.1633  0.0554   invg 0.3000 
RES_CA_kor                  2.0000   3.9005  0.3554   invg 2.0000 
RES_LS_kor_BAR              1.0000   2.1166  0.5952   invg 1.0000 
RES_S_G_kor                 0.5000   0.2913  0.1124   invg 0.5000 
RES_S_kor                   2.0000   3.0901  0.5528   invg 2.0000 
RES_DEF_kor                 0.3000   0.6980  0.0499   invg 0.3000 
RES_RR_us_BAR               0.2000   4.4888  0.6630   invg 0.2000 
RES_RS_us                   0.3000   0.1357  0.0338   invg 0.3000 
RES_Y_us                    0.5000   1.6111  0.1177   invg 0.5000 
RES_LGDP_us_BAR             0.4000   0.0539  0.0044   invg 0.4000 
RES_G_us                    0.2000   0.1491  0.0158   invg 0.2000 
RES_BLT_us                 10.0000   2.4955  0.2544   invg 10.0000 
RES_BLT_us_BAR              5.0000   4.4587  1.1998   invg 5.0000 
RES_PIE_us                  0.3000   0.3349  0.0230   invg 0.3000 
RES_CD_kor                  0.3000   0.4804  0.0335   invg 0.3000 
RES_RCD_kor_BAR             0.2000   0.1145  0.0427   invg 0.2000 
RES_HOUSE_kor               1.0000   1.2628  0.0870   invg 1.0000 
RES_OIL_us                  5.0000  15.0611  1.0288   invg 5.0000 
RES_RCB_kor_BAR             0.2000   0.1148  0.0429   invg 0.2000 
RES_GE_kor                 10.0000  12.0078  0.8190   invg 10.0000 
RES_TB_kor                  0.3000   0.3468  0.0240   invg 0.3000 
RES_RTB_kor_BAR             0.2000   0.1146  0.0428   invg 0.2000 
RES_RES_CB_kor              0.3000   0.5626  0.0384   invg 0.3000 


Log data density [Laplace approximation] is -3187.038088.

DsgeSmoother: Switching to univariate filter. This is usually due to co-integration and/or having
DsgeSmoother: fewer stochastic trends than observables. This is unproblematic.
DsgeSmoother: However, occasionally, there is a problem of stochastic singularity.

STEADY-STATE RESULTS:

RR_kor            		 1.5
RR_kor_BAR        		 1.5
RS_kor            		 4.5
UNR_kor           		 3.6083
UNR_kor_GAP       		 0
UNR_kor_BAR       		 3.6083
UNR_G_kor         		 0
Y_kor             		 0
LGDP_kor          		 0
LGDP_kor_BAR      		 0
G_kor             		 4.2925
GROWTH_kor        		 1.07313
GROWTH4_kor       		 4.2925
GROWTH4_kor_BAR   		 4.2925
BLT_kor           		 0
BLT_kor_BAR       		 0
E                 		 0
BLT_kor_GAP       		 0
LCPI_kor          		 0
PIE_kor           		 0.75
PIE_kor4          		 3
PIE_E_kor4        		 3
CA_kor            		 0
CA                		 0
LS_kor            		 0
LS_kor_BAR        		 0
S_G_kor           		 0
S_kor             		 0
LDEF_kor          		 0
DEF_kor           		 0.548575
DEF_kor4          		 2.1943
RR_us             		 2
RR_us_BAR         		 2
RS_us             		 4.4982
Y_us              		 0
LGDP_us           		 0
LGDP_us_BAR       		 0
G_us              		 2.3
GROWTH_us         		 0.575
GROWTH4_us        		 2.3
GROWTH4_us_BAR    		 2.3
BLT_us            		 0
BLT_us_BAR        		 0
E_us              		 0
BLT_us_GAP        		 0
LCPI_us           		 0
PIE_us            		 0.62455
PIE_us4           		 2.4982
TPREM             		 0.39
RCD_kor           		 1.89
RCD_kor_BAR       		 1.89
CD_kor            		 4.89
LHOUSE_kor        		 0
HOUSE_kor         		 1.05
HOUSE_kor4        		 4.2
LOIL_us           		 0
PIE_OIL_us        		 2.46908
PIE_OIL_us4       		 9.8763
PIE_OIL_kor       		 2.46908
PIE_OIL_kor4      		 9.8763
TPREM_CB          		 0.7419
RCB_kor           		 3.0064
RCB_kor_BAR       		 3.0064
CB_kor            		 6.0064
GE_kor            		 7.5885
TPREM_TB          		 0.7645
RTB_kor           		 2.2645
RTB_kor_BAR       		 2.2645
TB_kor            		 5.2645
RES_CB_kor        		 0

EIGENVALUES:
         Modulus             Real        Imaginary
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
               0                0                0
       1.033e-18        1.033e-18                0
       2.974e-18       -2.974e-18                0
       3.875e-18        3.875e-18                0
       4.051e-18        4.051e-18                0
       4.255e-18        4.255e-18                0
        4.58e-18        -4.58e-18                0
       5.853e-18       -5.853e-18                0
        6.75e-18         6.75e-18                0
       9.083e-18       -9.083e-18                0
       9.959e-18        9.959e-18                0
       1.056e-17        1.056e-17                0
        1.09e-17        -1.09e-17                0
       1.214e-17        1.214e-17                0
        1.67e-17        -1.67e-17                0
       1.977e-17       -1.977e-17                0
       2.167e-17        2.167e-17                0
       2.527e-17        2.527e-17                0
       3.182e-17        3.182e-17                0
       3.948e-17        3.948e-17                0
       1.111e-16        5.664e-17        9.562e-17
       1.111e-16        5.664e-17       -9.562e-17
       8.293e-16        8.293e-16                0
       1.487e-08        1.487e-08                0
       1.487e-08       -1.487e-08                0
       3.352e-05       -3.352e-05                0
       3.358e-05       -6.439e-08        3.358e-05
       3.358e-05       -6.439e-08       -3.358e-05
       3.365e-05        3.365e-05                0
         5.7e-05       -4.031e-05         4.03e-05
         5.7e-05       -4.031e-05        -4.03e-05
       5.701e-05        4.031e-05        4.032e-05
       5.701e-05        4.031e-05       -4.032e-05
             0.1              0.1                0
             0.1              0.1                0
          0.1196           0.1196                0
          0.1724           0.1724                0
             0.2              0.2                0
          0.3817          -0.3817                0
          0.4209          -0.4209                0
           0.444         -0.04327           0.4419
           0.444         -0.04327          -0.4419
          0.4456         -0.07916           0.4385
          0.4456         -0.07916          -0.4385
          0.4555           0.4555                0
          0.4679          -0.4679                0
          0.4929          -0.4929                0
          0.4957         -0.05301           0.4929
          0.4957         -0.05301          -0.4929
             0.5              0.5                0
             0.5              0.5                0
             0.5              0.5                0
             0.5              0.5                0
          0.5226          -0.0572           0.5194
          0.5226          -0.0572          -0.5194
          0.5956           0.5955           0.0136
          0.5956           0.5955          -0.0136
          0.5996           0.5996                0
          0.6652           0.6652                0
             0.7              0.7                0
          0.7377            0.735          0.06395
          0.7377            0.735         -0.06395
          0.7411           0.7411                0
          0.8375          -0.8375                0
          0.8426           0.8426                0
          0.8496        -0.001784           0.8496
          0.8496        -0.001784          -0.8496
          0.8945           0.8945                0
             0.9              0.9                0
             0.9              0.9                0
           0.945            0.945                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
               1                1                0
           1.552            1.552                0
           1.696            1.696                0
           1.708            1.708                0
           2.214          -0.2282            2.202
           2.214          -0.2282           -2.202
           2.251          -0.2503            2.237
           2.251          -0.2503           -2.237
           2.343           -2.343                0
           2.393           -2.393                0
           2.472            2.472                0
           2.797         -0.08458            2.796
           2.797         -0.08458           -2.796
           2.845           -1.209            2.576
           2.845           -1.209           -2.576
           2.892           -2.892                0
           3.238          -0.3067            3.223
           3.238          -0.3067           -3.223
           3.264            3.264                0
           3.306            3.306                0
           3.386           -3.386                0
           34.65            34.65                0
       2.324e+15       -2.324e+15                0
       3.383e+16       -3.383e+16                0
       9.775e+18        9.775e+18                0
       6.279e+20        6.279e+20                0

There are 25 eigenvalue(s) larger than 1 in modulus for 25 forward-looking variable(s).
The order and rank conditions are verified.

Elapsed time is 616.153 seconds.
Total computing time : 0h10m16s
Note: warning(s) encountered in MATLAB/Octave code
FORECAST_DONE H=40
