On convergence of extremes under power normalization

Springer Science and Business Media LLC - Tập 16 - Trang 285-301 - 2012
Zuoxiang Peng1, Yuliang Shuai1, Saralees Nadarajah2
1School of Mathematics and Statistics, Southwest University, Chongqing, China
2School of Mathematics, University of Manchester, Manchester, UK

Tóm tắt

In this note, we discuss two aspects of convergence of extremes under power normalization: convergence of moments and convergence of densities. The moments convergence is established for four p-max-stable laws according to conditions imposed on the considered distributions or on the parameter of the p-max-stable laws. For densities convergence, local uniform convergence of the densities is shown to coincide with some von Mises conditions.

Tài liệu tham khảo

Barakat, H.M., Nigm, E.M.: Extreme order statistics under power normalization and random sample size. Kuwait J. Sci. Eng. 29, 27–41 (2002) Barakat, H.M., Nigm, E.M., Magdy, E.A.: Comparison between the rates of convergence of extremes under linear and under power normalization. Stat. Pap. 51, 149–164 (2010) Christoph, G., Falk, M.: A note on domains of attraction of p-max stable laws. Stat. Probab. Lett. 28, 279–284 (1996) de Haan, L., Ferreira, A.: Extreme Value Theory: An Introduction. Springer-Verlag, New York (2006) Mohan, N.R., Ravi, S.: Max domains of attraction of univariate and multivariate p-max stable laws. Theory Probab. Appl. 37, 632–643 (1993) Mohan, N.R., Subramanya, U.R.: Characterization of max domains of attraction of univariate p-max stable laws. In: Mathai, A.M. (ed.) Proceedings of the Symposium on Distribution Theory, pp. 11–24. Kerala, India (1991) Pancheva, E.: Limit theorems for extreme order statistics under nonlinear normalization. Lecture Notes Math. 115, 284–309 (1985) Peng, Z., Jiang, Q., Nadarajah, S.: Limiting distributions of extreme order statistics under power normalization and random index. Stochastics (2011). doi:10.1080/17442508.2011.573072 Ravi, R., Praveena, A.S.: A note on tail behaviour of distributions in the max domain of attraction of the Frechét/Weibull law under power normalization. ProbStat Forum 3, 1–10 (2010) Resnick, S.: Extreme value, Regular Variation, and Point Processes. Springer-Verlag, New York (1987) Subramanya, U.R.: On max domains of attraction of univariate p-max stable laws. Stat. Probab. Lett. 19, 271–279 (1994)