Quadratic forms of the empirical processes for the two-sample problem for functional data

R. Bárcenas (), J. Ortega () and A. J. Quiroz ()
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R. Bárcenas: CIMAT
J. Ortega: CIMAT
A. J. Quiroz: Universidad de Los Andes

TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2017, vol. 26, issue 3, No 3, 503-526

Abstract: Abstract 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.

Keywords: Functional data; Two-sample problem; Empirical processes; Random sea waves; 62G10; 62E20; 62H15 (search for similar items in EconPapers)
Date: 2017
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Citations: View citations in EconPapers (3)

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DOI: 10.1007/s11749-017-0522-x

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