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Weak convergence of discretely observed functional data with applications.

Authors :
Nagy, Stanislav
Gijbels, Irène
Hlubinka, Daniel
Source :
Journal of Multivariate Analysis. Apr2016, Vol. 146, p46-62. 17p.
Publication Year :
2016

Abstract

A general result on weak convergence of the empirical measure of discretely observed functional data is shown. It is applied to the problem of estimation of functional mean value, and the problem of consistency of various types of depth for functional data. Counterexamples illustrating the fact that the assumptions as stated cannot be dropped easily are given. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0047259X
Volume :
146
Database :
Academic Search Index
Journal :
Journal of Multivariate Analysis
Publication Type :
Academic Journal
Accession number :
114002378
Full Text :
https://doi.org/10.1016/j.jmva.2015.06.006