{"product_id":"bayesian-statistical-modelling","title":"Bayesian Statistical Modelling","description":"\u003cp\u003eBayesian methods combine the evidence from the data at hand with previous quantitative knowledge to analyse practical problems in a wide range of areas. The calculations were previously complex, but it is now possible to routinely apply Bayesian methods due to advances in computing technology and the use of new sampling methods for estimating parameters. Such developments together with the availability of freeware such as WINBUGS and R have facilitated a rapid growth in the use of Bayesian methods, allowing their application in many scientific disciplines, including applied statistics, public health research, medical science, the social sciences and economics.\u003c\/p\u003e \u003cp\u003eFollowing the success of the first edition, this reworked and updated book provides an accessible approach to Bayesian computing and analysis, with an emphasis on the principles of prior selection, identification and the interpretation of real data sets.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eThe \u003ci\u003esecond edition\u003c\/i\u003e:\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eProvides an integrated presentation of theory, examples, applications and computer algorithms.\u003c\/li\u003e\n\u003cli\u003eDiscusses the role of Markov Chain Monte Carlo methods in computing and estimation.\u003c\/li\u003e\n\u003cli\u003eIncludes a wide range of interdisciplinary applications, and a large selection of worked examples from the health and social sciences.\u003c\/li\u003e\n\u003cli\u003eFeatures a comprehensive range of methodologies and modelling techniques, and examines model fitting in practice using Bayesian principles.\u003c\/li\u003e\n\u003cli\u003eProvides exercises designed to help reinforce the reader's knowledge and a supplementary website containing data sets and relevant programs.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eBayesian Statistical Modelling\u003c\/i\u003e is ideal for researchers in applied statistics, medical science, public health and the social sciences, who will benefit greatly from the examples and applications featured. The book will also appeal to graduate students of applied statistics, data analysis and Bayesian methods, and will provide a great source of reference for both researchers and students.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePraise for the \u003ci\u003eFirst Edition\u003c\/i\u003e:\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\"It is a remarkable achievement to have carried out such a range of analysis on such a range of data sets. I found this book comprehensive and stimulating, and was thoroughly impressed with both the depth and the range of the discussions it contains.\"\u003cbr\u003e—\u003cb\u003e\u003ci\u003eISI - Short Book Reviews\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\"This is an excellent introductory book on Bayesian modelling techniques and data analysis.\"\u003cbr\u003e—\u003cb\u003e\u003ci\u003eBiometrics\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\"The book fills an important niche in the statistical literature and should be a very valuable resource for students and professionals who are utilizing Bayesian methods.\"\u003cbr\u003e—\u003ci\u003e\u003cb\u003eJournal of Mathematical Psychology\u003c\/b\u003e\u003c\/i\u003e\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54240246038872,"sku":"9780470018750","price":102.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780470018750_85b1438e-e02f-4f8d-9ee7-65df711de9f1.jpg?v=1778575521","url":"https:\/\/agendabookshop.com\/products\/bayesian-statistical-modelling","provider":"Agenda Bookshop","version":"1.0","type":"link"}