Unform in bandwith of the conditional distribution function with functional explanatory variable: The case of spatial data with the k Nearest Neighbour method Cover Image

Warunkowa funkcja rozkładu z funkcjonalną zmienną wyjaśniającą: przypadek danych przestrzennych i metody k-najbliższego sąsiada
Unform in bandwith of the conditional distribution function with functional explanatory variable: The case of spatial data with the k Nearest Neighbour method

Author(s): Wahiba Bouabsa
Subject(s): Socio-Economic Research
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: functional data analysis; non-parametric functional; spatial data analysis; k Nearest Neighbour method

Summary/Abstract: In this paper the author introduced a new conditional distribution function estimator, in short (cdf), when the co-variables are functional in nature. This estimator is a mix of both procedures the k Nearest Neighbour method and the spatial functional estimation.

  • Issue Year: 26/2022
  • Issue No: 2
  • Page Range: 30-47
  • Page Count: 17
  • Language: English
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