Bayesian Models for Astrophysical Data

DOI10.1017/CBO9781316459515zbMath1366.62009OpenAlexW4233555857MaRDI QIDQ2976095

Joseph Hilbe, Emille E. O. Ishida, Rafael S. de Souza

Publication date: 13 April 2017

Full work available at URL: https://doi.org/10.1017/cbo9781316459515

zbMATH Keywords

Bayesian methodgeneralized linear modelssupernovaebinomialBayesian modelsPoisson modelsastrostatisticsbetaleast square regressionlognormalinverse GaussianGaussian modelsGammanormal linear modelsblack hole massinitial mass functionastrophysical dataBayesian Lasso (least absolute shrinkage and selection operator)binary motionfrequentist methodglobular cluster populationhierarchical generalized linear mixed models

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Bayesian inference (62F15) Generalized linear models (logistic models) (62J12) Black holes (83C57) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Applications of statistics to physics (62P35) Statistical astronomy (85A35) Research exposition (monographs, survey articles) pertaining to astronomy and astrophysics (85-02)

Related Items (1)

The importance Markov chain

Uses Software

• Unnamed Item
• BUGS
• JAGS
• Stan
• Python
• emcee
• cosmoabc
• NumCosmo
• BAHAMAS

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