Applied Bayesian Statistics

DOI10.1007/978-1-4614-5696-4zbMath1276.62019OpenAlexW2489389092MaRDI QIDQ2919640

Mary Kathryn Cowles

Publication date: 5 October 2012

Published in: Springer Texts in Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-1-4614-5696-4

zbMATH Keywords

Bayesian inferenceGibbs samplingconjugate priorsposterior probabilityMarkov Chain Monte Carlohierarchical modelsWinBUGSprior probabilitysampling based methodsconvergence assessmenthierarchical regression modelsOpenBUGSmulti parameter modelsone parameter models

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Linear regression; mixed models (62J05) Bayesian inference (62F15) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (3)

Review of Bayesian selection methods for categorical predictors using JAGS ⋮ What is Bayesian statistics? ⋮ Efficiency improvement of radial basis function meshless method in conjunction with Bayesian theorem for electrical tomography of heterogeneous concrete

Uses Software

• WinBUGS
• OpenBUGS
• Unnamed Item

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