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Introduction to Bayesian Econometrics Book

Introduction to Bayesian Econometrics
Introduction to Bayesian Econometrics, , Introduction to Bayesian Econometrics has a rating of 3 stars
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Introduction to Bayesian Econometrics, , Introduction to Bayesian Econometrics
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  • Introduction to Bayesian Econometrics
  • Written by author Edward Greenberg
  • Published by Cambridge University Press, October 2007
  • Introduces the increasingly popular Bayesian approach to statistics to graduates and advanced undergraduates.
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Part I. Fundamentals of Bayesian Inference:

1. Introduction;
2. Basic concepts of probability and inference;
3. Posterior distributions and inference;
4. Prior distributions;

Part II. Simulation:
5. Classical simulation;
6. Basics of Markov chains;
7. Simulation by MCMC methods;

Part III. Applications:
8. Linear regression and extensions;
9. Multivariate responses;
10. Time series;
11. Endogenous covariates and sample selection; Appendix A: Probability distributions and matrix theorems; Appendix B: Computer programs for MCMC calculations.


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