{"product_id":"an-introduction-to-bayesian-inference-nick-heard-9783030828073","title":"An Introduction to Bayesian Inference, Methods and Computation","description":"\u003cp\u003eThese lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bayesian inference, including the reasoning behind the prior\/likelihood model construction synonymous with Bayesian methods, through to advanced topics such as nonparametrics, Gaussian processes and latent factor models. These advanced modelling techniques can easily be applied using computer code samples written in Python and Stan which are integrated into the main text. Importantly, the reader will learn methods for assessing model fit, and to choose between rival modelling approaches.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nick Heard\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030828077\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030828073\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/18\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 169\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.96lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.50d","brand":"Nick Heard","offers":[{"title":"Hardcover","offer_id":44078781104383,"sku":"9783030828073","price":99.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_555ea6f8-1360-4556-805a-65fa9fecdd6a.jpg?v=1685477479","url":"https:\/\/www.whiterainbookhouse.com\/products\/an-introduction-to-bayesian-inference-nick-heard-9783030828073","provider":"WR Book House","version":"1.0","type":"link"}