Jing Qin

Extreme conditional quantile estimation for time series

We consider the estimation of an extreme conditional quantile for a heavy‐tailed distribution in the case of a strictly stationary time series . Here, denotes the conditional quantile function of given and is small, i.e., smaller than , where is the size of the sample on which the estimation is based. In a first step...