Enhanced routines for instrumental variables/generalized method of moments estimation and testing

Christopher Baum, Mark Schaffer () and Steven Stillman

Stata Journal, 2007, vol. 7, issue 4, 465-506

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. Copyright 2007 by StataCorp LP.

Keywords: ivactest; ivendog; ivhettest; ivreg2; ivreset; overid; ranktest; instrumental variables; weak instruments; GMM; endogeneity; heteroskedasticity; serial correlation; HAC standard errors; LIML; CUE; overidentifying restrictions; Frisch-Waugh-Lovell theorem; RESET; Cumby-Huizinga test (search for similar items in EconPapers)
Date: 2007
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Citations: View citations in EconPapers (666)

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