Graphical model selection with latent variables

DOI10.1214/17-EJS1331zbMath1384.62210OpenAlexW2763505516MaRDI QIDQ2408245

Changjing Wu, Hongyu Zhao, Huaying Fang, Minghua Deng

Publication date: 12 October 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1507255612

zbMATH Keywords

loss functionfactor analysislatent variableselection consistencypenalized likelihood approach

Mathematics Subject Classification ID

Multivariate analysis (62H99) Factor analysis and principal components; correspondence analysis (62H25) Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07) Applications of statistics to biology and medical sciences; meta analysis (62P10)

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