| DLDSEGEN | DLIPI | DLINT | DLCPI | DLEXR | DLM2 | DLGDPRICE |
GARCH(1,1) | |||||||
ω | 0.002** | 0.003 | 6.3E−07** | 1.51E−06* | 2.9E−06** | Coefficients are not unique | 0.0003** |
α | 0.3104** | 0.0429 | 0.2012** | 0.0502** | 0.2454** | 0.4612** | |
β | 0.4248** | 0.3352 | 0.7719** | 0.9312** | 0.8095** | 0.5287** | |
α + β | 0.7352 | 0.3781 | 0.9731 | 0.9814 | 1.0550 | 0.9899 | |
ARCH LM | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | |
AIC | −2.1899 | −2.438 | −9.0269 | −6.5454 | −6.6595 | −3.7305 | |
AR(1)-GARCH(1,1) | |||||||
ω | 0.0021** | 0.0011 | 6.7E−07** | 1.4E−06** | 2.7E−06** | 0.0001 | 0.0003** |
α | 0.2789** | −0.003 | 0.2237** | 0.0487** | 0.2618** | −0.0398 | 0.4586** |
β | 0.4454** | 0.7696 | 0.7494** | 0.9311** | 0.8020** | 0.4710 | 0.5301** |
α + β | 0.7243 | 0.7664 | 0.9731 | 0.9798 | 1.0638 | 0.4313 | 0.9887 |
ARCH LM | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH |
AIC | −2.1865 | −2.4532 | −9.0427 | −6.6278 | −6.6743 | −5.6156 | −3.7185 |
EGARCH(1,1,1) | |||||||
ω | −1.173** | −5.705 | −13.346** | −0.3102** | −0.636** | −10.7** | −7.993** |
α | 0.3549** | 0.0324 | 1.0118** | 0.1009** | −0.0543** | −0.0414 | −0.1053 |
γ | 0.1147** | 0.0456 | 0.8235** | 0.0864** | 0.3544** | 0.3646* | 0.3680** |
β | 0.8178** | −0.0714 | −0.0766* | 0.9757** | 0.9416** | −0.2720 | −0.277** |
α + β | 1.1727 | −0.0390 | 0.9352 | 1.0765 | 0.8873 | −0.3134 | −0.3826 |
ARCH LM | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH |
AIC | −2.1903 | −2.4293 | −8.8202 | −6.5727 | −6.9097 | −5.5854 | −3.4264 |
AR(1)-EGARCH(1,1,1) | |||||||
ω | −1.479** | −10.2** | −12.703** | −0.296** | −0.5684** | Coefficients are not unique | −7.911** |
α | 0.4250** | −0.1355 | 1.0516** | 0.0953** | −0.1006** | −0.1095 | |
γ | 0.0901* | −0.0181 | 0.7774** | 0.1023** | 0.4543** | 0.3756** | |
β | 0.767** | −0.94** | −0.0215 | 0.9767** | 0.9493** | −0.265** | |
α + β | 1.1916 | −1.0720 | 1.0301 | 1.0720 | 0.8487 | −0.3749 | |
ARCH LM | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | |
AIC | −2.1813 | −2.4657 | −8.8184 | −6.6561 | −6.9360 | −3.4168 | |
TGARCH(1,1,1) | |||||||
ω | 0.0017** | 0.00193 | 6.6E−07** | 1.0E−06** | 1.0E−06** | 0.000** | 0.0013** |
α | 0.3243** | 0.0056 | 0.1790** | 0.1069** | 0.3148** | 0.2854 | 0.1500 |
γ | −0.1642* | 0.0588 | 0.0432 | −0.1152** | −0.5961** | −0.3716 | −0.284** |
β | 0.5384 | 0.5783 | 0.7694** | 0.9383** | 0.8667** | −0.0950 | 0.6000** |
α + β | 0.8627 | 0.5839 | 0.9484 | 1.0452 | 1.1815 | 0.1903 | 0.7500 |
ARCH LM | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH |
AIC | −2.1877 | −2.4317 | −9.0215 | −6.5656 | −6.9130 | −5.5825 | −3.2966 |
AR(1)-TGARCH(1,1,1) | |||||||
ω | 0.0020** | 0.0010 | 6.7E−07** | 1.0E−06** | 9.7E−07** | −2E−07 | 0.0012** |
α | 0.3084** | −0.0171 | 0.2181** | 0.1048** | 0.3172** | −0.025* | 0.1443* |
γ | −0.0970 | 0.0342 | 0.0105 | −0.1037** | −0.5975** | 0.0281 | −0.269** |
β | 0.4845** | 0.7988 | 0.7494** | 0.9346** | 0.8652** | 1.012** | 0.5906** |
α + β | 0.7928 | 0.7817 | 0.9675 | 1.0393 | 1.1825 | 0.9875 | 0.7349 |
ARCH LM | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH | No ARCH |
AIC | −2.1814 | −2.4471 | −9.0360 | −6.6383 | −6.9092 | −5.7412 | −3.3575 |