TY - BOOK AU - Rossi, Peter E. AU - Allenby, Greg AU - Misra, Sanjog TI - Bayesian statistics and marketing T2 - Wiley Series in Probability and Statistics SN - 9781394219117 U1 - 658.8 PY - 2024/// CY - New Jersey PB - John Wiley & Sons Ltd. KW - Marketing research--Mathematical models KW - Marketing--Mathematical models KW - Bayesian statistical decision theory N2 - Bayesian Statistics and Marketing illustrates the potential for applying a Bayesian approach to some of the most challenging and important problems in marketing. Analyzing household and consumer data, predicting product performance, and custom-targeting campaigns are only a few of the areas in which Bayesian approaches promise revolutionary results. This book provides a comprehensive, accessible overview of this subject essential for any statistically informed marketing researcher or practitioner. Economists and other social scientists will find a comprehensive treatment of many Bayesian methods that are central to the problems in social science more generally. This includes a practical approach to computationally challenging problems in random coefficient models, non-parametrics, and the problems of endogeneity. (https://www.wiley.com/en-hk/Bayesian+Statistics+and+Marketing%2C+2nd+Edition-p-9781394219117) ER -