A Two-step Estimating Approach for Heavy-tailed AR Models with Non-zero Median GARCH-type Noises

Rui She, Linlin Dai, Shiqing Ling

This paper develops a novel two-step estimating procedure for heavy-tailed AR models with non-zero median GARCH-type noises, allowing for time-varying volatility. We first establis…