{"product_id":"bayesian-nonparametric-data-analysis-peter-mller-9783319189673","title":"Bayesian Nonparametric Data Analysis","description":"This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic review of probability models, the book's structure follows a data analysis perspective. As such, the chapters are organized by traditional data analysis problems. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones. \u003cp\u003eThe discussed methods are illustrated with a wealth of examples, including applications ranging from stylized examples to case studies from recent literature. The book also includes an extensive discussion of computational methods and details on their implementation. R code for many examples is included in online software pages.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Peter M?ler, Fernando Andres Quintana, Alejandro Jara\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319189670\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319189673\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/26\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 193\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.03lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.50d","brand":"Peter M?ler","offers":[{"title":"Hardcover","offer_id":43940765991167,"sku":"9783319189673","price":119.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_60649538-f12f-4fe8-b225-0b3a5a249f3e.jpg?v=1681449062","url":"https:\/\/www.whiterainbookhouse.com\/products\/bayesian-nonparametric-data-analysis-peter-mller-9783319189673","provider":"WR Book House","version":"1.0","type":"link"}