Asymptotic Bias of OLS in the Presence of Reverse Causality
Deepankar Basu ()
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Deepankar Basu: Department of Economics, University of Massachusetts, Amherst
No 2015-18, UMASS Amherst Economics Working Papers from University of Massachusetts Amherst, Department of Economics
Abstract:
In this paper, I derive an expression for the asymptotic bias in the OLS estimator of the partial effect of a regressor on the dependent variable when there is reverse causality and all variables in the model are covariance stationary. I show that the sign of the asymptotic bias depends only on the signs of the bi-directional causal effects.
Keywords: Reverse causality; simultaneity bias. (search for similar items in EconPapers)
JEL-codes: C10 C30 (search for similar items in EconPapers)
Date: 2015
New Economics Papers: this item is included in nep-ecm
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Citations: View citations in EconPapers (8)
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