Faculdade

Investigação

Bivariate extreme statistics, II

TítuloBivariate extreme statistics, II
Publication TypeUnpublished
Year of Publication2012
Authorsde Carvalho M, Ramos A
Series TitlePreprint
Palavras-chaveasymptotic independence, coefficient of tail dependence, conditional tail modeling, extremal dependence, hidden regular variation, joint tail modeling, maximum, multivariate extremes, order statistics, sums.
AbstractWe review the current state of statistical modeling of asymptotically independent data. Our discussion includes necessary and sufficient conditions for asymptotic independence, results on the asymptotic independence of statistics of interest, estimation and inference issues, joint tail modeling, and conditional approaches. For each these topics we give an account of existing approaches and relevant methods for data analysis and applications.
URLhttp://www.dm.fct.unl.pt/sites/www.dm.fct.unl.pt/files/preprints/2012/2_12.pdf