Extreme value theory assumes that random variables are independent and identically distributed. This assumption cannot occur in time series analysis. In this paper, we investigate the extremal behavior of a stationary Gaussian autoregressive model. The Kolmogorov-Smirnov goodness of fit test shows that block maxima data converges in probability to a Gumbel distribution, so the introduction of depe...Show More
