Two-sample Tests for Functional Data Using Characteristic Functions

In this paper, we consider the two-sample problem for univariate and multivariate functional data. To solve this problem, we use tool of characteristic function and a basis function representation of functional data. We construct test statistics for conformity of distributions based on a weighted d...

Full description

Bibliographic Details
Main Authors: Mirosław Krzyśko, Łukasz Smaga
Format: Article
Language:English
Published: Austrian Statistical Society 2021-07-01
Series:Austrian Journal of Statistics
Online Access:https://www.ajs.or.at/index.php/ajs/article/view/1099