Quadratic forms of the empirical processes for the two-sample problem for functional data
The use of quadratic forms of the empirical process for the two-sample problem in the context of functional data is considered. The convergence of the family of statistics proposed to a Chi-squared limit is established under metric entropy conditions for smooth functional data. The applicability of...
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Veröffentlicht in: | Test (Madrid, Spain) Spain), 2017-09, Vol.26 (3), p.503-526 |
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Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | The use of quadratic forms of the empirical process for the two-sample problem in the context of functional data is considered. The convergence of the family of statistics proposed to a Chi-squared limit is established under metric entropy conditions for smooth functional data. The applicability of the proposed methodology is evaluated in simulations and real data examples. |
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ISSN: | 1133-0686 1863-8260 |
DOI: | 10.1007/s11749-017-0522-x |