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This paper gives a test of overidentifying restrictions that is robust to many instruments and heteroskedasticity. It … allowing for heteroskedasticity and by avoiding assumptions on the instrument projection matrix. The asymptotics is based on … the heteroskedasticity robust many instrument asymptotics of Chao et. al. (2010). …
Persistent link: https://www.econbiz.de/10009372749
accompanying consistent standard errors in the presence of heteroskedasticity and many instruments. The asymptotic framework … inconsistent in the presence of heteroskedasticity, unless Kn/rn → 0. We also show that the rate of convergence and the form of the …
Persistent link: https://www.econbiz.de/10009372772
This paper gives a test of overidentifying restrictions that is robust to many instruments and heteroskedasticity. It … tests by allowing for heteroskedasticity and by avoiding assumptions on the instrument projection matrix. This paper finds …
Persistent link: https://www.econbiz.de/10010730129
heteroskedasticity of unknown form. This is not the case, however, with other well-known IV estimators, such as LIML, Fuller's modified … LIML, 2SLS, and B2SLS, which are shown to be inconsistent in general under heteroskedasticity. We also introduce new … heteroskedasticity of unknown form, is important from the perspective of empirical application, given that testing general linear and …
Persistent link: https://www.econbiz.de/10005342304
Fuller) and HLIM (Heteroskedasticity robust limited information maximum likelihood (LIML)) were introduced by Hausman et al …
Persistent link: https://www.econbiz.de/10010678601
We provide a comparison of return to schooling estimates based on an influential study by Angrist and Krueger (1991) using two stage least squares (TSLS), limited information maximum likelihood (LIML), jackknife (JIVE), and split sample instrumental variables (SSIV) estimation. We find that the...
Persistent link: https://www.econbiz.de/10005030897
This paper analyzes conditions under which various k-class estimators are asymptotically normal in a simultaneous equations framework with many weak instruments. In particular, our paper extends the many instruments asymptotic normality results obtained by Morimune (1983), Bekker (1994), Angrist...
Persistent link: https://www.econbiz.de/10005329031
This paper analyzes the conditions under which consistent estimation can be achieved in instrumental Variables (IV) regression when the available instruments are weak, in the local-to-zero sense of Staiger and Stock (1997) and using the many-instrument framework of Morimune (1983) and Bekker...
Persistent link: https://www.econbiz.de/10005260563
This paper analyzes conditions under which various single-equation estimators are asymptotically normal in a simultaneous equations framework with many weak instruments. In particular, our paper adds to the many instruments asymptotic normality literature, including papers by Morimune (1983),...
Persistent link: https://www.econbiz.de/10005839103
This paper conducts a general analysis of the conditions under which consistent estimation can be achieved in instrumental variables regression when the available instruments are weak in the local-to-zero sense. More precisely, the approach adopted in this paper combines key features of the...
Persistent link: https://www.econbiz.de/10005762818