A coordinate descent MM algorithm for fast computation of sparse logistic PCA

DOI10.1016/J.CSDA.2013.01.001zbMath1348.65031OpenAlexW1966715760MaRDI QIDQ333734

Seokho Lee, Jianhua Z. Huang

Publication date: 31 October 2016

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

Full work available at URL: https://doi.org/10.1016/j.csda.2013.01.001

zbMATH Keywords

principal component analysisbinary datacoordinate descent algorithmMM algorithmpenalized maximum likelihood

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25)

Related Items (4)

Sparse principal component regression with adaptive loading ⋮ Sparse exponential family principal component analysis ⋮ OLS with multiple high dimensional category variables ⋮ Sparse logistic functional principal component analysis for binary data

This page was built for publication: A coordinate descent MM algorithm for fast computation of sparse logistic PCA