Table 4 Model selection among seasonal INAR models using AIC and BIC.
From: Some developments on seasonal INAR processes with application to influenza data
Model | Parameter estimates | AIC | BIC |
|---|---|---|---|
PINAR(1)\(_S\)14 | \(\hat{\phi }\)=0.2435, \(\hat{\lambda }\)=0.4288 | 939.950 | 948.011 |
GINAR(1)\(_{S}\)13 | \(\hat{\phi }\)=0.4891, \(\hat{\theta }\)=0.4993 | 627.946 | 636.946 |
SNGINAR(s)16 | \(\hat{\alpha }\)=0.2900, \(\hat{\mu }\)=0.6499 | 660.493 | 668.554 |
INAR(1)\(_s\)ZMPL | \(\hat{\lambda }=0.2509\), \(\hat{\alpha }=0.5286\), \(\hat{\delta }\)=0.8640 | 505.243 | 517.535 |
