Bayesian inference for partially identified models : exploring the limits of limited data / Paul Gustafson.
Material type:
TextSeries: Monographs on statistics & applied probability ; 141.Publication details: Boca Raton : CRC Press, c2015.Description: xxi, 174 p. : illustrations ; 24 cmISBN: - 9781439869390
- 000SA.161 23 G982
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.161 G982 (Browse shelf(Opens below)) | Available | 136600 |
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| 000SA.161 G319 Bayesian data analysis / | 000SA.161 G319 Bayesian data analysis / | 000SA.161 G475 Bayesian methods : | 000SA.161 G982 Bayesian inference for partially identified models : | 000SA.161 H148 Bayesian methods for management and business : | 000SA.161 H289 Bayesian inference : | 000SA.161 In61 Bayesian statistics 4 : |
Includes bibliographical references and index.
1. Introduction --
2. Structure of partially identified model inference --
3. Partial identification versus model misspecification --
4. Models involving misclassification --
5. Models involving instrumental variables --
6. Further examples --
7. Further topics --
8. Concluding thoughts --
Bibliography --
Index.
This book helps readers understand how to use Bayesian methods for analyzing PIMs. Readers will recognize under what circumstances a posterior distribution on a target parameter will be usefully narrow versus uselessly wide.
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