Journal
JOURNAL OF MULTIVARIATE ANALYSIS
Volume 170, Issue -, Pages 202-220Publisher
ELSEVIER INC
DOI: 10.1016/j.jmva.2018.09.002
Keywords
Empirical characteristic function; Functional data; Two-sample problem
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Funding
- GACR, Czech Republic [15-09663S]
- Special Account for Research Grants (EAKE) of the National and Kapodistrian University of Athens [11699]
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We consider two-sample tests for functional data with observations which may be uni- or multi-dimensional. The new methods are formulated as L-2-type criteria based on empirical characteristic functions and are convenient from the computational point of view. Asymptotic properties are presented. Simulations and two real data applications are conducted in order to evaluate the performance of the proposed tests vis-a-vis other methods. (C) 2018 Elsevier Inc. All rights reserved.
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