Download e-book for iPad: Bayesian Nonparametric Data Analysis (Springer Series in by Peter Müller,Fernando Andrés Quintana,Alejandro Jara,Tim

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

ISBN-10: 3319189670

ISBN-13: 9783319189673

ISBN-10: 3319368427

ISBN-13: 9783319368429

This e-book experiences nonparametric Bayesian equipment and versions that experience confirmed worthy within the context of information research. instead of supplying an encyclopedic evaluation of chance versions, the book’s constitution follows an information research viewpoint. As such, the chapters are prepared by means of conventional info research difficulties. In determining particular nonparametric types, less complicated and extra conventional types are favorite over really good ones.

The mentioned tools are illustrated with a wealth of examples, together with functions starting from stylized examples to case experiences from contemporary literature. The e-book additionally contains an intensive dialogue of computational tools and info on their implementation. R code for lots of examples is integrated 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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