{"product_id":"bayesian-models-for-categorical-data","title":"Bayesian Models for Categorical Data","description":"The use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statistics, psychology, economics and medical science. \u003ci\u003eBayesian Methods for Categorical Data\u003c\/i\u003e sets out to demystify modern Bayesian methods, making them accessible to students and researchers alike. Emphasizing the use of statistical computing and applied data analysis, this book provides a comprehensive introduction to Bayesian methods of categorical outcomes.  \u003cul type=\"disc\"\u003e \u003cli\u003eReviews recent Bayesian methodology for categorical outcomes (binary, count and multinomial data).\u003c\/li\u003e \u003cli\u003eConsiders missing data models techniques and non-standard models (ZIP and negative binomial).\u003c\/li\u003e \u003cli\u003eEvaluates time series and spatio-temporal models for discrete data.\u003c\/li\u003e \u003cli\u003eFeatures discussion of univariate and multivariate techniques.\u003c\/li\u003e \u003cli\u003eProvides a set of downloadable worked examples with documented WinBUGS code, available from an ftp site.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThe author’s previous 2 bestselling titles provided a comprehensive introduction to the theory and application of Bayesian models. \u003ci\u003eBayesian Models for Categorical Data\u003c\/i\u003e continues to build upon this foundation by developing their application to categorical, or discrete data – one of the most common types of data available. The author’s clear and logical approach makes the book accessible to a wide range of students and practitioners, including those dealing with categorical data in medicine, sociology, psychology and epidemiology.\u003c\/p\u003e","brand":"Peter Congdon","offers":[{"title":"Default Title","offer_id":42849535197245,"sku":"9780470092378","price":183.56,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9780470092378_685b959c-4d1c-430a-a580-9ec568033dd6.jpg?v=1767036554","url":"https:\/\/www.palmleaf.com.au\/products\/bayesian-models-for-categorical-data","provider":"Palmleaf","version":"1.0","type":"link"}