Read e-book online Bayesian Nonparametric Data Analysis (Springer Series in PDF

By Peter Müller,Fernando Andrés Quintana,Alejandro Jara,Tim Hanson

This booklet experiences nonparametric Bayesian equipment and types that experience confirmed beneficial within the context of information research. instead of delivering an encyclopedic evaluation of likelihood versions, the book’s constitution follows an information research standpoint. As such, the chapters are prepared by way of conventional information research difficulties. In identifying particular nonparametric versions, easier and extra conventional versions are preferred over really good ones.

The mentioned tools are illustrated with a wealth of examples, together with functions starting from stylized examples to case reviews from fresh literature. The booklet additionally contains an in depth dialogue of computational tools and information on their implementation. R code for plenty of examples is incorporated in on-line software program pages.

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Bayesian Nonparametric Data Analysis (Springer Series in Statistics) by Peter Müller,Fernando Andrés Quintana,Alejandro Jara,Tim Hanson

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