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Homogeneity test for functional data.

Authors :
Flores, Ramón
Lillo, Rosa
Romo, Juan
Source :
Journal of Applied Statistics; 2018, Vol. 45 Issue 5, p868-883, 16p, 8 Charts, 5 Graphs
Publication Year :
2018

Abstract

In the context of functional data analysis, we propose new sample tests for homogeneity. Based on some well-known depth measures, we construct four different statistics in order to measure distance between the two samples. A simulation study is performed to check the efficiency of the tests when confronted with shape and magnitude perturbation. Finally, we apply these tools to measure the homogeneity in some samples of real data, and we obtain good results using this new method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664763
Volume :
45
Issue :
5
Database :
Complementary Index
Journal :
Journal of Applied Statistics
Publication Type :
Academic Journal
Accession number :
128030980
Full Text :
https://doi.org/10.1080/02664763.2017.1319470