State-Space Representation of INGARCH Models and Their Application in Insurance

Jae Youn Ahn, Hong Beng Lim, Mario V. Wüthrich

Integer-valued generalized autoregressive conditional heteroskedastic (INGARCH) models are a popular framework for modeling serial dependence in count time-series. While convenient…