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Bayesian models for astrophysical data: using R, JAGS, Python, and Stan

This comprehensive guide to Bayesian methods in astronomy enables hands-on work by supplying complete R, JAGS, Python, and Stan code, to use directly or to adapt. It begins by examining the normal model from both frequentist and Bayesian perspectives and then progresses to a full range of Bayesian g...

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Detalles Bibliográficos
Autores principales: Hilbe, Joseph M, De Souza, Rafael S, Ishida, Emille E O
Lenguaje:eng
Publicado: Cambridge University Press 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1017/CBO9781316459515
http://cds.cern.ch/record/2304804