Unified Principal Component Analysis for Sparse and Dense Functional
Data under Spatial Dependency

v1v2 (latest)

Unified Principal Component Analysis for Sparse and Dense Functional Data under Spatial Dependency

24 June 2020

ArXiv (abs)PDF HTML

Papers citing "Unified Principal Component Analysis for Sparse and Dense Functional Data under Spatial Dependency"

6 / 6 papers shown

Title
Functional Principal Components Analysis of Spatially Correlated Data Chong Liu Surajit Ray Giles Hooker 25 36 0 17 Nov 2014
Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data Yehua Li T. Hsing 85 304 0 09 Nov 2012
Consistency of the mean and the principal components of spatially distributed functional data Siegfried Hormann P. Kokoszka 89 34 0 15 Apr 2011
Fast Bivariate Penalized Splines: the Sandwich Smoother Luo Xiao Yingxing Li D. Ruppert 68 103 0 22 Nov 2010
Weakly dependent functional data Siegfried Hormann P. Kokoszka 106 364 0 05 Oct 2010
Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments Yehua Li Naisyin Wang M. Hong N. Turner J. Lupton R. Carroll 118 45 0 19 Oct 2007