Kernel continuum regression

DOI10.1016/j.csda.2013.06.016zbMath1471.62107DBLPjournals/csda/LeeL13OpenAlexW1986846530WikidataQ42638813 ScholiaQ42638813MaRDI QIDQ1615146

Myung Hee Lee, Yu Feng Liu

Publication date: 2 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3777709

zbMATH Keywords

partial least squareskernel regressionordinary least squaresprincipal component regressioncontinuum regression

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) General nonlinear regression (62J02)

Related Items (1)

Functional continuum regression

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Component selection and smoothing in multivariate nonparametric regression
• Least angle regression. (With discussion)
• Some results on Tchebycheffian spline functions and stochastic processes
• Some insights into continuum regression and its asymptotic properties
• Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models
• 10.1162/15324430260185556
• Comparison of prediction methods for multicollinear data
• A Generalized View on Continuum Regression
• A Statistical View of Some Chemometrics Regression Tools
• Kernel PCA for feature extraction and de-noising in nonlinear regression

This page was built for publication: Kernel continuum regression