Introduction to Modern Bayesian Econometrics

In this new and expanding area, Tony Lancaster’s text is the first comprehensive introduction to the Bayesian way of doing applied economics.

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• Uses clear explanations and practical illustrations and problems to present innovative, computer-intensive ways for applied economists to use the Bayesian method;
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• Emphasizes computation and the study of probability distributions by computer sampling;
  
• Covers all the standard econometric models, including linear and non-linear regression using cross-sectional, time series, and panel data;
  
• Details causal inference and inference about structural econometric models;
  
• Includes numerical and graphical examples in each chapter, demonstrating their solutions using the S programming language and Bugs software
  
• Supported by online supplements, including Data Sets and Solutions to Problems, at www.blackwellpublishing.com/lancaster