Series | Estimated parameter values (p-values in parentheses) | Standardized residuals | Orig. returns | ||||
h0 | Φ | σ0 | St. Dev. | Skew. | Kurt. | Kurt. | |
SPY | 0.7405 | −0.0005 | 1.7432 | 0.0069 | 0.022 | 12.42 | 13.94 |
(0.998) | (0.999) | (0.999) | |||||
GE | 0.0266 | 25.2173 | 0.0164 | 0.9995 | 0.235 | 11.60 | 11.52 |
(0.000) | (0.000) | (0.000) | |||||
IBM (long) | 0.0312 | 26.6106 | 0.0162 | 0.9996 | 0.109 | 12.24 | 12.93 |
(0.000) | (0.000) | (0.000) | |||||
IBM (short) | 0.0416 | 0.0076 | 0.0157 | 0.9902 | 0.211 | 7.43 | 9.78 |
(0.000) | (0.000) | (0.000) | |||||
KO | 0.0257 | 20.1040 | 0.0152 | 0.9992 | 0.066 | 12.65 | 15.36 |
(0.000) | (0.000) | (0.000) | |||||
RDS.A | 0.7632 | −0.0030 | 1.7495 | 0.0114 | 0.375 | 12.26 | 13.83 |
(1.000) | (1.000) | (1.000) | |||||
RDS.B | 0.8350 | −0.0020 | 0.6501 | 0.0310 | 0.151 | 10.77 | 13.57 |
(0.998) | (0.995) | (0.928) | |||||
DJIA | −0.0503 | 63.8986 | −0.0095 | 0.9994 | 0.315 | 20.34 | 31.11 |
(0.000) | (0.000) | (0.000) | |||||
SP500 | −0.0546 | 44.1210 | −0.0095 | 0.9987 | 0.310 | 16.10 | 23.33 |
(0.000) | (0.000) | (0.000) | |||||
HSI | −0.0935 | 35.6430 | −0.0169 | 0.9995 | 0.414 | 15.65 | 36.54 |
(0.000) | (0.000) | (0.000) | |||||
SSE | 0.7002 | −0.0006 | 1.7537 | 0.0134 | 1.518 | 25.68 | 28.63 |
(0.978) | (0.958) | (0.013) |