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

Methodology 2021-05-28 v1

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.

Keywords

Cite

@article{arxiv.2105.13080,
  title  = {A review of goodness-of-fit tests for models involving functional data},
  author = {Wenceslao González-Manteiga and Rosa M. Crujeiras and Eduardo García-Portugués},
  journal= {arXiv preprint arXiv:2105.13080},
  year   = {2021}
}

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9 pages