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Weak convergence of empirical copula processes indexed by functions
Author(s) -
Dragan Radulović,
Marten Wegkamp,
Yue Zhao
Publication year - 2017
Publication title -
bernoulli
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.814
H-Index - 72
eISSN - 1573-9759
pISSN - 1350-7265
DOI - 10.3150/16-bej849
Subject(s) - mathematics , copula (linguistics) , smoothness , bounded function , bounded variation , weak convergence , multivariate statistics , econometrics , pure mathematics , mathematical analysis , statistics , computer science , computer security , asset (computer security)
Weak convergence of the empirical copula process indexed by a class of functions is established. Two scenarios are considered in which either some smoothness of these functions or smoothness of the underlying copula function is required. A novel integration by parts formula for multivariate, right continuous functions of bounded variation, which is perhaps of independent interest, is proved. It is a key ingredient in proving weak convergence of a general empirical process indexed by functions of bounded variation.

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