Statistical analysis and testing of hypotheses about distribution of time series extrema

Criteria of discrimination between close hypotheses about distributions belonging to the Gumbel maximum domain of attraction by the first order statistics are found. For samples with the nonrandom trend asymptotic properties of the Hill estimator are investigated and the Poisson limit theorem for the point process of high extrema is proved.