Series | Estimated parameter values (p-values in parentheses) | Standardized residuals | Orig. returns | |||||
h0 | Φ | σ0 | ν | St. Dev. | Skew. | Kurt. | Kurt. | |
SPY | 0.0610 | 0.0178 | 0.0105 | 4.4261 | 1.026 | −0.360 | 6.46 | 13.94 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
GE | −0.0227 | 0.0101 | −0.0157 | 4.3943 | 1.021 | −0.073 | 8.29 | 11.52 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
IBM (long) | −0.0220 | 0.0233 | −0.0160 | 4.0101 | 1.002 | −0.086 | 11.64 | 12.93 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
IBM (short) | −0.0387 | 0.0082 | −0.0142 | 4.4118 | 1.031 | −0.215 | 7.62 | 9.78 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
KO | −0.0217 | 0.0188 | −0.0150 | 4.0661 | 1.001 | 0.058 | 10.49 | 15.36 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
RDS.A | 0.0470 | 0.0054 | 0.0160 | 9.3721 | 1.133 | −0.151 | 7.83 | 13.83 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
RDS.B | 0.0419 | 0.0043 | 0.0164 | 7.3821 | 1.155 | −0.045 | 9.66 | 13.57 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
DJIA | 0.0382 | 0.0231 | 0.0090 | 4.2857 | 1.011 | −0.656 | 14.57 | 31.11 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
SP500 | −0.0386 | 0.0188 | −0.0089 | 3.9905 | 1.014 | 0.600 | 11.97 | 23.33 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
HSI | 0.0553 | 0.0448 | 0.0165 | 3.4307 | 0.991 | −0.876 | 17.59 | 36.54 |
(0.000) | (0.000) | (0.000) | (0.000) | |||||
SSE | −0.0236 | 9.3089 | 0.0285 | 2.4344 | 0.807 | 1.768 | 29.20 | 28.63 |
(0.000) | (0.000) | (0.000) | (0.000) |