Linear Inverse Problem with Range Prior on Correlations and Its Variational Bayes Inference

DOI10.1007/978-3-319-54084-9_9zbMath1365.62286OpenAlexW2608143063MaRDI QIDQ5267859

Ondřej Tichý, Václav Šmídl

Publication date: 13 June 2017

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-54084-9_9

zbMATH Keywords

convex optimizationlinear inverse problemvariational Bayes inferencegamma dose rate measurementsnuclide ratiosuncertain correlations

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Bayesian inference (62F15) Applications of statistics to physics (62P35)

Uses Software

• CVX

Cites Work

• Unnamed Item
• Wishart distributions for decomposable covariance graph models
• Penalized regression, standard errors, and Bayesian Lassos
• Graph Implementations for Nonsmooth Convex Programs
• 10.1162/15324430152748236
• Bayesian analysis of covariance matrices and dynamic models for longitudinal data
• Tikhonov Regularization and Total Least Squares

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