{"product_id":"flexible-bayesian-regression-modelling-paperback-9780128158623","title":"Flexible Bayesian Regression Modelling (Paperback) 9780128158623","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eFlexible Bayesian Regression Modelling\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cp\u003eSupports practitioners seeking to understand and implement the Bayesian regression standard of statistical probability informed by distributional credibility\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eYanan Fan (Edited by), David Nott (Edited by), Mike S. Smith (Edited by), Jean-Luc Dortet-Bernadet (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128158623\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 31 October 2019\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e302 pages\u003cbr\u003e22.9 x 15.1 x 2 cm, 0.48 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e“\u003ci\u003eFlexible Bayesian Regression Modelling\u003c\/i\u003e is a step-by-step guide to the Bayesian revolution in regression modelling, for use in advanced econometric and statistical analysis where datasets are characterized by complexity, multiplicity, and large sample sizes, necessitating the need for considerable flexibility in modelling techniques.\" \u003cb\u003e--Mathematical Reviews Clippings\u003c\/b\u003e\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eFlexible Bayesian Regression Modeling\u003c\/i\u003e is a step-by-step guide to the Bayesian revolution in regression modeling, for use in advanced econometric and statistical analysis where datasets are characterized by complexity, multiplicity, and large sample sizes, necessitating the need for considerable flexibility in modeling techniques. It reviews three forms of flexibility: methods which provide flexibility in their error distribution; methods which model non-central parts of the distribution (such as quantile regression); and finally models that allow the mean function to be flexible (such as spline models). Each chapter discusses the key aspects of fitting a regression model. R programs accompany the methods. \u003c\/p\u003e  \u003cp\u003eThis book is particularly relevant to non-specialist practitioners with intermediate mathematical training seeking to apply Bayesian approaches in economics, biology, finance, engineering and medicine.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Bayesian quantile regression with the asymmetric Laplace distribution\u003cbr\u003e2. A vignette on model-based quantile regression: analysing excess zero response\u003cbr\u003e3. Bayesian nonparametric density regression for ordinal responses\u003cbr\u003e4. Bayesian nonparametric methods for financial and macroeconomic time series analysis\u003cbr\u003e5. Bayesian mixed binary-continuous copula regression with an application to childhood undernutrition\u003cbr\u003e6. Nonstandard flexible regression via variational Bayes\u003cbr\u003e7. Scalable Bayesian variable selection regression models for count data\u003cbr\u003e8. Bayesian spectral analysis regression\u003cbr\u003e9. Flexible regression modelling under shape constraints\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Business mathematics \u0026amp; systems [\u003ca title=\"See our other books on Business mathematics \u0026amp; systems\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Business%20mathematics%20\u0026amp;%20systems%20%5BKJQ%5D%22\"\u003eKJQ\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Freshly Printed Books","offers":[{"title":"Default Title","offer_id":46649972850968,"sku":"9780128158623","price":82.97,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128158623.jpg?v=1694104842","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/flexible-bayesian-regression-modelling-paperback-9780128158623","provider":"Freshly Printed Books","version":"1.0","type":"link"}