Bayesian and Classical Approaches to Instrumental Variable Regression

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Bayesian and Classical Approaches to Instrumental Variable Regression

Author Info

Kleibergen, F.
Zivot, E.

Additional information is available for the following registered author(s):

Frank Kleibergen

Abstract

We establish the relationships between certain Bayesian and classical approaches to instrumental variable regression. We determine the form of priors that lead to posteriors for structural parameters that have similar properties as classical 2SLS and LIML and in doing so provide some new insight to the small sample behavior of Bayesian and classical procedures in the limited information simultaneous equations model.

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Publisher Info
Paper provided by Erasmus University of Rotterdam - Econometric Institute in its series Papers with number 9835/a.

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Length: 38 pages
Date of creation: 1998
Date of revision:
Handle: RePEc:fth:erroem:9835/a

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Article
- Kleibergen, Frank & Zivot, Eric, 2003. "Bayesian and classical approaches to instrumental variable regression," Journal of Econometrics, Elsevier, vol. 114(1), pages 29-72, May. [Downloadable!] (restricted)
Paper
- Kleibergen, F.R. & Zivot, E., 1998. "Bayesian and classical approaches to instrumental variable regression," Econometric Institute Report EI 9835 Revision_Date: 20, Erasmus University Rotterdam, Econometric Institute. [Downloadable!]
- Frank Kleibergen & Eric Zivot, 2003. "Bayesian and Classical Approaches to Instrumental Variable Regression," Working Papers UWEC-2002-21-P, University of Washington, Department of Economics.
- Frank Kleibergen & Eric Zivot, 1998. "Bayesian and Classical Approaches to Instrumental Variable Regression," Discussion Papers in Economics at the University of Washington 0063, Department of Economics at the University of Washington. [Downloadable!]
- Frank Kleibergen & Eric Zivot, 1998. "Bayesian and Classical Approaches to Instrumental Variable Regression," Working Papers 0063, University of Washington, Department of Economics.
- Frank Kleibergen & Eric Zivot, 1998. "Bayesian and Classical Approaches to Instrumental Variables Regression," Econometrics 9812002, EconWPA. [Downloadable!]

Find related papers by JEL classification:
C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing
C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - General
C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General

Cited by:
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