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Bayesian Econometric Methods

Specificaties
Gebonden, 380 blz. | Engels
Cambridge University Press | e druk, 2007
ISBN13: 9780521855716
Rubricering
Cambridge University Press e druk, 2007 9780521855716
Onderdeel van serie Econometric Exercise
€ 115,23
Levertijd ongeveer 8 werkdagen

Samenvatting

This volume in the Econometric Exercises series contains questions and answers to provide students with useful practice, as they attempt to master Bayesian econometrics. In addition to many theoretical exercises, this book contains exercises designed to develop the computational tools used in modern Bayesian econometrics. The latter half of the book contains exercises that show how these theoretical and computational skills are combined in practice, to carry out Bayesian inference in a wide variety of models commonly used by econometricians. Aimed primarily at advanced undergraduate and graduate students studying econometrics, this book may also be useful for students studying finance, marketing, agricultural economics, business economics or, more generally, any field which uses statistics. The book also comes equipped with a supporting website containing all the relevant data sets and MATLAB computer programs for solving the computational exercises.

Specificaties

ISBN13:9780521855716
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:380

Inhoudsopgave

Preface; 1. The subjective interpretation of probability; 2. Bayesian inference; 3. Point estimation; 4. Frequentist properties of Bayesian estimators; 5. Interval estimation; 6. Hypothesis testing; 7. Prediction; 8. Choice of prior; 9. Asymptotic Bayes; 10. The linear regression model; 11. Basics of Bayesian computation; 12. Hierarchical models; 13. The linear regression model with general covariance matrix; 14. Latent variable models; 15. Mixture models; 16. Bayesian model averaging and selection; 17. Some stationary time series models; 18. Some nonstationary time series models; Appendix; Index.
€ 115,23
Levertijd ongeveer 8 werkdagen

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        Bayesian Econometric Methods