0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.05 | -0.04 | -0.02 | -0.01 | -0.01 | 0.00 | 0.01 | 0.02 | 0.03 | 0.03 | 2.99 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.192 | 0.188 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.789 | 0.097 | -8.095 | 0.0000 |
|log-return| | -108.985 | 7.756 | -14.052 | 0.0000 |
I(right-tail) | 0.268 | 0.137 | 1.964 | 0.0501 |
|log-return|*I(right-tail) | -22.871 | 11.559 | -1.979 | 0.0484 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.707 | 0.678 | 0.922 | 0.847 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.01 | -0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 0.00 |
Distribution | Location, a | Scale, b |
---|---|---|
Laplace | -0.102 | 0.074 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -1.569 | 0.151 | -10.412 | 0.0000 |
|log-return| | -333.719 | 38.857 | -8.588 | 0.0000 |
I(right-tail) | 0.407 | 0.185 | 2.206 | 0.0282 |
|log-return|*I(right-tail) | 92.643 | 43.900 | 2.110 | 0.0357 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.851 | 0.949 | 0.706 | 0.847 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 3.03 |
Distribution | Location, a | Scale, b |
---|---|---|
Laplace | -0.994 | 0.044 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.093 | 0.379 | -0.245 | 0.8064 |
|log-return| | -2431.321 | 341.828 | -7.113 | 0.0000 |
I(right-tail) | -1.336 | 0.403 | -3.313 | 0.0011 |
|log-return|*I(right-tail) | 1861.257 | 347.196 | 5.361 | 0.0000 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
NaN | 0.889 | 0.754 | 0.834 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.01 | -0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 2.20 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.140 | 0.169 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.914 | 0.107 | -8.538 | 0.0000 |
|log-return| | -433.015 | 33.243 | -13.026 | 0.0000 |
I(right-tail) | 0.404 | 0.139 | 2.914 | 0.0037 |
|log-return|*I(right-tail) | 20.962 | 41.952 | 0.500 | 0.6175 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.550 | 0.853 | 0.954 | 0.754 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.05 | -0.05 | -0.02 | -0.01 | -0.01 | 0.00 | 0.01 | 0.02 | 0.04 | 0.05 | 0.00 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.043 | 0.103 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -1.009 | 0.091 | -11.040 | 0.0000 |
|log-return| | -79.900 | 5.852 | -13.654 | 0.0000 |
I(right-tail) | 0.289 | 0.122 | 2.372 | 0.0181 |
|log-return|*I(right-tail) | -12.333 | 8.341 | -1.479 | 0.1399 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.710 | 0.876 | 0.836 | 0.724 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.06 | -0.04 | -0.02 | -0.02 | -0.01 | 0.00 | 0.01 | 0.02 | 0.05 | 0.05 | 3.07 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.320 | 0.150 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.870 | 0.087 | -9.958 | 0.0000 |
|log-return| | -78.269 | 5.352 | -14.625 | 0.0000 |
I(right-tail) | 0.227 | 0.126 | 1.803 | 0.0720 |
|log-return|*I(right-tail) | -13.868 | 8.053 | -1.722 | 0.0857 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.475 | 0.283 | 0.625 | 0.704 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.03 | -0.02 | -0.01 | -0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.02 | 0.00 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.331 | 0.157 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.943 | 0.094 | -10.059 | 0.0000 |
|log-return| | -166.499 | 12.045 | -13.823 | 0.0000 |
I(right-tail) | 0.395 | 0.129 | 3.064 | 0.0023 |
|log-return|*I(right-tail) | -37.856 | 17.579 | -2.154 | 0.0318 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.432 | 0.688 | 0.893 | 0.690 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.04 | -0.03 | -0.02 | -0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.03 | 1.83 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.327 | 0.164 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.899 | 0.091 | -9.827 | 0.0000 |
|log-return| | -120.067 | 8.467 | -14.181 | 0.0000 |
I(right-tail) | 0.358 | 0.129 | 2.773 | 0.0058 |
|log-return|*I(right-tail) | -23.557 | 12.437 | -1.894 | 0.0588 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.407 | 0.681 | 0.937 | 0.686 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.04 | -0.04 | -0.02 | -0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.03 | 0.00 |
Distribution | Location, a | Scale, b |
---|---|---|
Laplace | 0.349 | 0.227 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.935 | 0.089 | -10.502 | 0.0000 |
|log-return| | -96.993 | 6.809 | -14.244 | 0.0000 |
I(right-tail) | 0.333 | 0.125 | 2.671 | 0.0078 |
|log-return|*I(right-tail) | -23.839 | 10.216 | -2.334 | 0.0200 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.431 | 0.500 | 0.829 | 0.686 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.05 | -0.04 | -0.02 | -0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.04 | 0.04 | 3.53 |
Distribution | Location, a | Scale, b |
---|---|---|
Laplace | 0.350 | 0.227 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.945 | 0.090 | -10.525 | 0.0000 |
|log-return| | -95.649 | 6.769 | -14.131 | 0.0000 |
I(right-tail) | 0.316 | 0.126 | 2.520 | 0.0121 |
|log-return|*I(right-tail) | -21.804 | 10.095 | -2.160 | 0.0313 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.431 | 0.495 | 0.828 | 0.685 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.04 | -0.03 | -0.02 | -0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.03 | 0.03 | 2.28 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.253 | 0.159 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.900 | 0.090 | -9.969 | 0.0000 |
|log-return| | -125.692 | 8.811 | -14.265 | 0.0000 |
I(right-tail) | 0.358 | 0.130 | 2.762 | 0.0060 |
|log-return|*I(right-tail) | -25.981 | 13.133 | -1.978 | 0.0484 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.454 | 0.760 | 0.927 | 0.683 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.06 | -0.05 | -0.03 | -0.02 | -0.01 | 0.00 | 0.01 | 0.02 | 0.04 | 0.05 | 2.03 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.289 | 0.206 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.793 | 0.095 | -8.337 | 0.0000 |
|log-return| | -76.359 | 5.301 | -14.404 | 0.0000 |
I(right-tail) | 0.245 | 0.131 | 1.870 | 0.0620 |
|log-return|*I(right-tail) | -19.302 | 8.054 | -2.397 | 0.0169 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.480 | 0.359 | 0.271 | 0.682 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.04 | -0.04 | -0.02 | -0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.03 | 3.00 |
Distribution | Location, a | Scale, b |
---|---|---|
Laplace | 0.401 | 0.244 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.938 | 0.094 | -9.970 | 0.0000 |
|log-return| | -100.227 | 7.259 | -13.808 | 0.0000 |
I(right-tail) | 0.356 | 0.128 | 2.786 | 0.0055 |
|log-return|*I(right-tail) | -25.773 | 10.707 | -2.407 | 0.0164 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.471 | 0.554 | 0.816 | 0.682 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.04 | -0.03 | -0.01 | -0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.03 | 0.04 | 2.01 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.261 | 0.160 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.942 | 0.093 | -10.095 | 0.0000 |
|log-return| | -130.468 | 9.396 | -13.886 | 0.0000 |
I(right-tail) | 0.374 | 0.126 | 2.959 | 0.0032 |
|log-return|*I(right-tail) | -23.289 | 13.439 | -1.733 | 0.0837 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.559 | 0.862 | 0.959 | 0.649 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.06 | -0.05 | -0.03 | -0.02 | -0.01 | 0.00 | 0.01 | 0.03 | 0.05 | 0.05 | 0.79 |
Distribution | Location, a | Scale, b |
---|---|---|
Laplace | 0.022 | 0.333 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.594 | 0.090 | -6.629 | 0.0000 |
|log-return| | -73.190 | 4.667 | -15.683 | 0.0000 |
I(right-tail) | -0.129 | 0.133 | -0.972 | 0.3317 |
|log-return|*I(right-tail) | -3.514 | 7.066 | -0.497 | 0.6192 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.645 | 0.832 | 0.939 | 0.613 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.05 | -0.04 | -0.02 | -0.02 | -0.01 | 0.00 | 0.01 | 0.02 | 0.04 | 0.04 | 2.32 |
Distribution | Location, a | Scale, b |
---|---|---|
Logistic | 0.502 | 0.172 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.819 | 0.091 | -9.045 | 0.0000 |
|log-return| | -90.727 | 6.235 | -14.551 | 0.0000 |
I(right-tail) | 0.192 | 0.128 | 1.500 | 0.1341 |
|log-return|*I(right-tail) | -21.541 | 9.566 | -2.252 | 0.0248 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.516 | 0.547 | 0.591 | 0.609 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 2.08 |
Distribution | Location, a | Scale, b |
---|---|---|
Cauchy | -0.511 | 0.047 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.980 | 0.187 | -5.234 | 0.0000 |
|log-return| | -979.898 | 103.474 | -9.470 | 0.0000 |
I(right-tail) | 0.078 | 0.217 | 0.357 | 0.7216 |
|log-return|*I(right-tail) | 496.078 | 110.255 | 4.499 | 0.0000 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.769 | 0.715 | 0.325 | 0.505 |
0.5 | 1 | 5 | 10 | 25 | 50 | 75 | 90 | 95 | 99 | 99.5 |
---|---|---|---|---|---|---|---|---|---|---|
-0.01 | -0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 0.26 |
Distribution | Location, a | Scale, b |
---|---|---|
Skew Normal | 0.127 | 0.273 |
Variable | Coef(b) | s.e.(b) | t-value | P-value |
---|---|---|---|---|
Constant | -0.765 | 0.105 | -7.266 | 0.0000 |
|log-return| | -400.176 | 29.693 | -13.477 | 0.0000 |
I(right-tail) | 0.151 | 0.146 | 1.038 | 0.3000 |
|log-return|*I(right-tail) | 44.618 | 38.445 | 1.161 | 0.2464 |
12-day | 24-day | 48-day | 96-day |
---|---|---|---|
0.293 | 0.591 | 0.508 | 0.435 |