============= 2009 - 2015 =================

b0_alpha = -0.00012728 +-0.00013731
b1_Zinc = 0.095025 +-0.010653
b2_Gold = 0.061348 +-0.019849
b3_Diesel = -0.004872 +-0.0087136
b4_OilBrent = 0.096914 +-0.015732
b5_Copper = 0.090219 +-0.012177
b6_NatGas = 0.050691 +-0.0046773
b7_Aluminum = 0.056977 +-0.013786
b8_WTI = 0.12407 +-0.01447
b9_Nickel = 0.057484 +-0.0086938
b10_Palladium = 0.098312 +-0.010974
b11_Platinum = 0.088306 +-0.019874
b12_Silver = 0.071017 +-0.01066
alpha_p_a = -0.032061 +-0.034544
RSq =  0.82581
__________________________
Model Significance Tests:

df =  1235
F =  483.58
t_b0 =  0.92694
t_b1_Zinc = -8.9201
t_b2_Gold = -3.0908
t_b3_Diesel =  0.55913
t_b4_OilBrent = -6.1604
t_b5_Copper = -7.4087
t_b6_NatGas = -10.838
t_b7_Aluminum = -3.6769
t_b8_WTI = -8.5746
t_b9_Nickel = -6.6121
t_b10_Palladium = -8.9586
t_b11_Platinum = -4.4433
t_b12_Silver = -6.6622

====================================================================
F-Test: The Model is significantly different from 0  at the p-level:
pval_full = 0

T-Test: alpha is significantly different from 0 at the p-level:
pval_b0 =  0.35414

T-Test: Zinc is significantly different from 0 at the p-level:
pval_b1 = 0

T-Test: Gold is significantly different from 0 at the p-level:
pval_b2 =  0.0020411

T-Test: Diesel is significantly different from 0 at the p-level:
pval_b3 =  0.57618

T-Test: Oil WTI is significantly different from 0 at the p-level:
pval_b4 =   9.8005e-010

T-Test: Copper is significantly different from 0 at the p-level:
pval_b5 =   2.3714e-013

T-Test: NatGas is significantly different from 0 at the p-level:
pval_b6 =   4.3299e-015

T-Test: Aluminum is significantly different from 0 at the p-level:
pval_b7 =   3.8247e-005

T-Test: WTI is significantly different from 0 at the p-level:
pval_b8 =   4.4409e-016

T-Test: Nickel is significantly different from 0 at the p-level:
pval_b9 =   5.6262e-011

T-Test: Palladium is significantly different from 0 at the p-level:
pval_b10 = 0

T-Test: Platinum is significantly different from 0 at the p-level:
pval_b11 =   9.6534e-006

T-Test: Silver is significantly different from 0 at the p-level:
pval_b12 =   4.0527e-011

====================================================================


####################################################################


=============== 2009 =====================

warning: load: file found in load path
b0_alpha = -0.00074947 +-0.00048009
b1_Zinc = 0.12037 +-0.03336
b2_Gold = 0.10028 +-0.082493
b3_Diesel = -0.0012847 +-0.025125
b4_OilBrent = 0.090367 +-0.073691
b5_Copper = 0.11387 +-0.040238
b6_NatGas = 0.045972 +-0.011445
b7_Aluminum = 0.13836 +-0.048075
b8_WTI = 0.10478 +-0.074983
b9_Nickel = 0.0268 +-0.02688
b10_Palladium = 0.058586 +-0.036893
b11_Platinum = -0.021116 +-0.070995
b12_Silver = 0.084928 +-0.050164
alpha_p_a = -0.17464 +-0.11568
RSq =  0.86719
__________________________
Model Significance Tests:

df =  134
F =  66.925
t_b0 =  1.5611
t_b1_Zinc = -3.6083
t_b2_Gold = -1.2157
t_b3_Diesel =  0.051132
t_b4_OilBrent = -1.2263
t_b5_Copper = -2.8299
t_b6_NatGas = -4.0168
t_b7_Aluminum = -0.95627
t_b8_WTI = -1.3974
t_b9_Nickel = -0.99701
t_b10_Palladium = -1.5880
t_b11_Platinum =  0.29743
t_b12_Silver = -1.6930



=============== 2010 =====================

b0_alpha = 0.00050956 +-0.00047036
b1_Zinc = 0.050423 +-0.028958
b2_Gold = 0.19376 +-0.080217
b3_Diesel = 0.0057129 +-0.022808
b4_OilBrent = 0.027003 +-0.056241
b5_Copper = 0.045971 +-0.03272
b6_NatGas = 0.040563 +-0.016577
b7_Aluminum = 0.14047 +-0.042438
b8_WTI = 0.13287 +-0.047566
b9_Nickel = 0.078137 +-0.029521
b10_Palladium = 0.15445 +-0.03651
b11_Platinum = 0.14512 +-0.074347
b12_Silver = -0.07736 +-0.047322
alpha_p_a = 0.1393 +-0.11347
RSq =  0.74434
__________________________
Model Significance Tests:

df =  220
F =  50.708
t_b0 = -1.0833
t_b1_Zinc = -1.7412
t_b2_Gold = -2.4154
t_b3_Diesel = -0.25047
t_b4_OilBrent = -0.48013
t_b5_Copper = -1.4050
t_b6_NatGas = -2.4469
t_b7_Aluminum = -0.95584
t_b8_WTI = -2.7934
t_b9_Nickel = -2.6468
t_b10_Palladium = -4.2302
t_b11_Platinum = -1.9519
t_b12_Silver =  1.6348

=============== 2011 =====================

b0_alpha = -0.0003341 +-0.00031332
b1_Zinc = 0.16586 +-0.023545
b2_Gold = 0.052186 +-0.042772
b3_Diesel = -0.009202 +-0.015194
b4_OilBrent = 0.11141 +-0.033033
b5_Copper = 0.09615 +-0.025083
b6_NatGas = 0.041629 +-0.012285
b7_Aluminum = -0.046508 +-0.029183
b8_WTI = 0.14578 +-0.031019
b9_Nickel = 0.027587 +-0.018366
b10_Palladium = 0.081723 +-0.022636
b11_Platinum = 0.11441 +-0.047359
b12_Silver = 0.072218 +-0.017226
alpha_p_a = -0.081987 +-0.077088
RSq =  0.90155
__________________________
Model Significance Tests:

df =  220
F =  159.48
t_b0 =  1.0663
t_b1_Zinc = -7.0445
t_b2_Gold = -1.2201
t_b3_Diesel =  0.60564
t_b4_OilBrent = -3.3727
t_b5_Copper = -3.8332
t_b6_NatGas = -3.3886
t_b7_Aluminum = -1.4265
t_b8_WTI = -4.6997
t_b9_Nickel = -1.5021
t_b10_Palladium = -3.6104
t_b11_Platinum = -2.4157
t_b12_Silver = -4.1923


=============== 2012 =====================

b0_alpha = 0.00022736 +-0.00025118
b1_Zinc = 0.080349 +-0.027585
b2_Gold = -0.022848 +-0.051715
b3_Diesel = -0.04015 +-0.021709
b4_OilBrent = 0.14036 +-0.032756
b5_Copper = 0.11917 +-0.034517
b6_NatGas = 0.056996 +-0.0078774
b7_Aluminum = 0.0097133 +-0.031666
b8_WTI = 0.093355 +-0.031404
b9_Nickel = 0.10072 +-0.018922
b10_Palladium = 0.087123 +-0.022975
b11_Platinum = 0.10456 +-0.033427
b12_Silver = 0.1312 +-0.031415
alpha_p_a = 0.059925 +-0.062286
RSq =  0.86883
__________________________
Model Significance Tests:

df =  211
F =  110.39
t_b0 = -0.90517
t_b1_Zinc = -2.9128
t_b2_Gold =  0.44180
t_b3_Diesel =  1.8494
t_b4_OilBrent = -4.2851
t_b5_Copper = -3.4524
t_b6_NatGas = -7.2354
t_b7_Aluminum = -1.7999
t_b8_WTI = -2.9727
t_b9_Nickel = -5.3229
t_b10_Palladium = -3.7921
t_b11_Platinum = -3.1278
t_b12_Silver = -4.1765


=============== 2013 =====================

warning: load: file found in load path
b0_alpha = -0.00014172 +-0.00022634
b1_Zinc = 0.093984 +-0.024721
b2_Gold = 0.059719 +-0.032899
b3_Diesel = -0.0093422 +-0.025187
b4_OilBrent = 0.12895 +-0.030719
b5_Copper = 0.051518 +-0.026124
b6_NatGas = 0.082604 +-0.0094331
b7_Aluminum = 0.059097 +-0.026864
b8_WTI = 0.11977 +-0.02887
b9_Nickel = 0.11237 +-0.019334
b10_Palladium = 0.11841 +-0.022192
b11_Platinum = 0.066393 +-0.033826
b12_Silver = 0.082232 +-0.019895
alpha_p_a = -0.035632 +-0.056304
RSq =  0.86150
__________________________
Model Significance Tests:

df =  222
F =  109.37
t_b0 =  0.62611
t_b1_Zinc = -3.8017
t_b2_Gold = -1.8153
t_b3_Diesel =  0.37092
t_b4_OilBrent = -4.1977
t_b5_Copper = -1.9720
t_b6_NatGas = -8.7569
t_b7_Aluminum = -3.0749
t_b8_WTI = -4.1486
t_b9_Nickel = -5.8120
t_b10_Palladium = -5.3360
t_b11_Platinum = -1.9628
t_b12_Silver = -4.1334



=============== 2014 =====================

b0_alpha = -0.00015682 +-0.00023124
b1_Zinc = -0.0071267 +-0.021977
b2_Gold = 0.045205 +-0.034924
b3_Diesel = 0.021731 +-0.025148
b4_OilBrent = 0.065959 +-0.022775
b5_Copper = 0.16979 +-0.023299
b6_NatGas = 0.069958 +-0.0099212
b7_Aluminum = 0.14549 +-0.02681
b8_WTI = 0.11341 +-0.020897
b9_Nickel = 0.042937 +-0.013145
b10_Palladium = 0.12765 +-0.021294
b11_Platinum = 0.092947 +-0.039119
b12_Silver = 0.092446 +-0.021091
alpha_p_a = -0.039354 +-0.057485
RSq =  0.84821
__________________________
Model Significance Tests:

df =  218
F =  96.391
t_b0 =  0.67818
t_b1_Zinc =  0.32429
t_b2_Gold = -1.2944
t_b3_Diesel = -0.86414
t_b4_OilBrent = -2.8961
t_b5_Copper = -7.2875
t_b6_NatGas = -7.0514
t_b7_Aluminum = -2.6094
t_b8_WTI = -5.4269
t_b9_Nickel = -3.2664
t_b10_Palladium = -5.9947
t_b11_Platinum = -2.3760
t_b12_Silver = -4.3833