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On the validity of Durbin-Wu-Hausman tests for assessing partial exogeneity hypotheses with possibly weak instruments

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posted on 2023-06-21, 22:50 authored by Firmin Doko TchatokaFirmin Doko Tchatoka
We investigate the validity of the standard specification tests for assessing the exogeneity of subvectors in the linear IV regression. Our results show that ignoring the endogeneity of the regressors whose exogeneity is not being tested leads to invalid tests (level is not controlled). When the fitted values from the first stage regression of these regressors are used as instruments under the partial null hypothesis of interest, as suggested Hausman and Taylor (1980, 1981), some versions of these tests are invalid when identification is weak and the number of instruments is moderate. However, all tests are overly conservative and have no power when the number of instruments increases, even for moderate identification strength.

History

Series

Discussion Paper 2012-04

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9

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Copyright 2012 University of Tasmania

Notes

JEL Classification: C12; C15; C3.

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  • Open

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