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010 | _a 2006031157 | ||
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050 | 0 | 0 |
_aHB139 _b.K6359 2007 |
082 | 0 | 0 |
_a330.01519542 _222 |
100 | 1 |
_aKoop, Gary, _eauthor. _91062133 |
|
245 | 1 | 0 |
_aBayesian econometric methods / _cGary Koop, Dale J. Poirier, Justin L. Tobias. |
264 | 1 |
_aCambridge ; _aNew York : _bCambridge University Press, _c2007. |
|
300 |
_axxi, 357 pages : _billustrations ; _c26 cm. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_aunmediated _bn _2rdamedia |
||
338 |
_avolume _bnc _2rdacarrier |
||
490 | 1 |
_aEconometric exercises ; _v7 |
|
504 | _aIncludes bibliographical references (pages 343-351) and index. | ||
505 | 0 | 0 |
_g1. _tThe subjective interpretation of probability -- _g2. _tBayesian inference -- _g3. _tPoint estimation -- _g4. _tFrequentist properties of bayesian estimators -- _g5. _tInterval estimation -- _g6. _tHypothesis testing -- _g7. _tPrediction -- _g8. _tChoice of prior -- _g9. _tAsymptotic bayes -- _g10. _tThe linear regression model -- _g11. _tBasics of bayesian computation -- _g12. _tHierarchical models -- _g13. _tThe linear regression model with general covariance matrix -- _g14. _tLatent variable models -- _g15. _tMixture models -- _g16. _tBayesian model averaging and selection -- _g17. _tSome stationary time series models -- _g18. _tSome nonstationary time series models. |
520 | 1 | _a"This book is a volume in the Econometric Exercises series. It teaches principles of Bayesian econometrics by posing a series of theoretical and applied questions, and providing detailed solutions to those questions. This text is primarily suitable for graduate study in econometrics, though it can be used for advanced undergraduate courses, and should generate interest from students in related fields, including finance, marketing, agricultural economics, business economics, and other disciplines that employ statistical methods. The book provides a detailed treatment of a wide array of models commonly employed by economists and statisticians, including linear regression-based models, hierarchical models, latent variable models, mixture models, and time series models."--BOOK JACKET. | |
588 | _aMachine converted from AACR2 source record. | ||
650 | 0 |
_aEconometrics. _9345416 |
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650 | 0 |
_aBayesian statistical decision theory _9314460 |
|
700 | 1 |
_aPoirier, Dale J., _eauthor. _91062134 |
|
700 | 1 |
_aTobias, Justin L., _eauthor. _91062135 |
|
830 | 0 |
_aEconometric exercises ; _v7. _91062136 |
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