Uniform consistency of kNN regressors for functional variables
Nadia L. Kudraszow and
Statistics & Probability Letters, 2013, vol. 83, issue 8, 1863-1870
This paper is devoted to nonparametric analysis of functional data. We give asymptotic results for a kNN generalized regression estimator when the observed variables take values in any abstract space. The main novelty is our uniform consistency result (with rates).
Keywords: Functional data analysis; kNN regression; Nonparametric statistics; Uniform consistency (search for similar items in EconPapers)
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