A review of goodness-of-fit tests for models involving functional data

2021/05/27 by González-Manteiga, Wenceslao, Crujeiras, Rosa M., García-Portugués, Eduardo
#62G10 #62J05 #62R10 #FOS: Computer and information sciences #Methodology (stat.ME)

paper · doi:10.48550/arxiv.2105.13080

Abstract

A sizable amount of goodness-of-fit tests involving functional data have appeared in the last decade. We provide a relatively compact revision of most of these contributions, within the independent and identically distributed framework, by reviewing goodness-of-fit tests for distribution and regression models with functional predictor and either scalar or functional response.

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