Testing second order dynamics for autoregressive processes in presence of time-varying variance

Valentin Patilea, Hamdi Raïssi

The volatility modeling for autoregressive univariate time series is considered. A benchmark approach is the stationary ARCH model of Engle (1982). Motivated by real data evidence,…