Bayesian Lasso for Semiparametric Structural Equation Models

DOI10.1111/j.1541-0420.2012.01751.xzbMath1274.62781OpenAlexW2067983711WikidataQ42192294 ScholiaQ42192294MaRDI QIDQ2912355

Joseph G. Ibrahim, Sy-Miin Chow, Ruixin Guo, Hong-Tu Zhu

Publication date: 14 September 2012

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3371320

zbMATH Keywords

splinelatent variablestructural equation modelBayesian lasso

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

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Uses Software

• ElemStatLearn

Cites Work

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• Maximum likelihood estimation of nonlinear structural equation models
• A Bayesian semiparametric latent variable model for mixed responses
• Penalized regression, standard errors, and Bayesian Lassos
• The Bayesian Lasso
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Structural Equation Modeling

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