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612-822-4611
Flexible Bayesian Regression Modelling

Flexible Bayesian Regression Modelling

Paperback

Business GeneralEconomics

ISBN10: 012815862X
ISBN13: 9780128158623
Publisher: Academic Pr Inc
Published: Oct 31 2019
Pages: 302
Weight: 0.90
Height: 0.64 Width: 6.00 Depth: 9.00
Language: English

Flexible Bayesian Regression Modeling 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.

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