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.

Citation impact

1,260
total citations
FWCI
22.45
Percentile
100%
References
55
Citations per year

Authors

3

Topics & keywords

Keywords
  • Instrumental variable
  • Endogeneity
  • Autocorrelation
  • Heteroscedasticity
  • Generalized method of moments
  • Statistics
  • Estimation
  • Econometrics
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