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Article
Data sources: zbMATH Open
International Economic Review
Article . 1977 . Peer-reviewed
Data sources: Crossref
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The Bias of Instrumental Variable Estimators of Simultaneous Equation Systems

The bias of instrumental variable estimators of simultaneous equation systems
Authors: Phillips, Garry D A; Hale, C;

The Bias of Instrumental Variable Estimators of Simultaneous Equation Systems

Abstract

This paper examines the discussion in the econometric literature of the conditioins which instruments should satisfy in order to be used in the single equation Iiistrumental Variable (IV) estimation of structural parameters in a simultaneouIs equation system. The Two Stage Least Squares (TSLS) estimator can be interpreted as an IV estimator. It is consistent and, under normality assumptions for disturbances, asymptotically efficient. A new IV estimator is proposed which is also consistent and asymptotically efficient but whose instruments satisfy a stronger condition than the TSLS instruments. The finite sample bias of the new IV estimator is examined and found to be non-zero but a condition is presented for its bias to be smaller than that of TSLS.

Keywords

Applications of statistics to economics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
39
Top 10%
Top 10%
Average
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