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Finite Sample BIAS Corrected IV Estimation for Weak and Many Instruments
[chapter]
2016
Advances in Econometrics
This paper considers the finite sample distribution of the 2SLS estimator and derives bounds on its exact bias in the presence of weak and/or many instruments. We then contrast the behavior of the exact bias expressions and the asymptotic expansions currently popular in the literature, including a consideration of the no-moment problem exhibited by many Nagar-type estimators. After deriving a finite sample unbiased k-class estimator, we introduce a double k-class estimator based on Nagar (1962)
doi:10.1108/s0731-905320160000036016
fatcat:dposx34xnba3fpcq4onhjgj6hm