A variational Bayes approach to factor analysis

DOI10.1007/978-3-031-42413-7_2MaRDI QIDQ6616208

Massimiliano Russo, Roberta De Vito, Alejandra Avalos-Pacheco, Blake Hansen

Publication date: 8 October 2024

zbMATH Keywords

factor analysisvariational inferencescalable algorithms

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10) Empirical decision procedures; empirical Bayes procedures (62C12)

Cites Work

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• Bayesian multistudy factor analysis for high-throughput biological data
• Sparse Bayesian infinite factor models
• Bayesian cumulative shrinkage for infinite factorizations
• Multi‐study factor analysis
• Heterogeneous large datasets integration using Bayesian factor regression

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