Nonlinear Regression Estimation Using Subset-Based Kernel Principal Components

DOI10.5705/SS.202016.0369zbMath1406.62073OpenAlexW2766321373MaRDI QIDQ4558613

Yuan Ke, Qiwei Yao, Degui Li

Publication date: 22 November 2018

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: http://eprints.lse.ac.uk/90945/1/Ke_nonlinear-regression-estimation.pdf

zbMATH Keywords

nonparametric regressionkernel principal component analysiseigenanalysismean regression functionkernel Gram matrixconditional distribution functionKPCA

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) General nonlinear regression (62J02)

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