Bayesian Econometrics

ISBN-10: 0470845678

ISBN-13: 9780470845677

Edition: 2004

Authors: Gary Koop
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Description: This text discusses Bayesian econometrics, the methods of which have become increasingly popular in applied economic research.

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Book details

List price: $92.95
Copyright year: 2004
Publisher: John Wiley & Sons, Incorporated
Publication date: 7/9/2003
Binding: Paperback
Pages: 376
Size: 6.50" wide x 9.25" long x 0.75" tall
Weight: 0.220
Language: English

List of exercises
Preface to the series
Preface
The subjective interpretation of probability
Bayesian inference
Point estimation
Frequentist properties of Bayesian estimators
Interval estimation
Hypothesis testing
Prediction
Choice of prior
Asymptotic Bayes
The linear regression model
Basics of Bayesian computation
Monte Carlo integration
Importance sampling
Gibbs sampling and the Metropolis-Hastings algorithm
Other (noniterative) methods for generating random variates
Hierarchical models
The linear regression model with general covariance matrix
Latent variable models
Mixture models
Some scale mixture of normals models
Other continuous and finite-mixture models
Bayesian model averaging and selection
Bayesian model averaging
Bayesian variable selection and marginal likelihood calculation
Some stationary time series models
Some nonstationary time series models
Appendix
Bibliography
Index
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