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Bayesian Model Selection and Statistical Modeling

Bayesian Model Selection and Statistical Modeling

Tomohiro Ando

120,33 €
IVA incluido
Disponible
Editorial:
Taylor & Francis Ltd
Año de edición:
2019
Materia
Probabilidad y estadística
ISBN:
9780367383978
120,33 €
IVA incluido
Disponible

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Sobre IBD

Along with many practical applications, this book presents an array of Bayesian inference and model selection procedures. It thoroughly explains the concepts, illustrates the derivations of various Bayesian model selection criteria through examples, and provides R code for implementation. The R code is available for download on the book’s website. The text also applies Bayesian model averaging to many problems and compares the different types of simulation-based Bayesian model selection criteria, including the numerical calculation of Bayes factors, the Bayesian predictive information criterion, and the deviance information criterion.

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Otros libros del autor

  • Bayesian Model Selection and Statistical Modeling
    Tomohiro Ando
    Along with many practical applications, Bayesian Model Selection and Statistical Modeling presents an array of Bayesian inference and model selection procedures. It thoroughly explains the concepts, illustrates the derivations of various Bayesian model selection criteria through examples, and provides R code for implementation. The author shows how to implement a variety of Bay...