Enhanced Routines for Instrumental Variables/Generalized Method of Moments Estimation and Testing
Boston College · Heriot-Watt University · +1 more institution
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Abstract
We extend our 2003 paper on instrumental variables and generalized method of moments estimation, and we test and describe enhanced routines that address heteroskedasticity- and autocorrelation-consistent standard errors, weak instruments, limited-information maximum likelihood and k-class estimation, tests for endogeneity and Ramsey's regression specification-error test, and autocorrelation tests for instrumental variable estimates and panel-data instrumental variable estimates.
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1,260
total citations
- FWCI
- 22.45
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- 100%
- References
- 55
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Authors
3Topics & keywords
Topics
Keywords
- Instrumental variable
- Endogeneity
- Autocorrelation
- Heteroscedasticity
- Generalized method of moments
- Statistics
- Estimation
- Econometrics
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