Higher Order Bias Correcting Moment Equation for M-Estimation and Its Higher Order Efficiency

This paper studies an alternative bias correction for the M-estimator, which is obtained by correcting the moment equation in the spirit of Firth (1993). In particular, this paper compares the stochastic expansions of the analytically bias-corrected estimator and the alternative estimator and finds...

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Bibliographic Details
Main Author: KIM, Kyoo-il
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2006
Subjects:
Online Access:https://ink.library.smu.edu.sg/soe_research/901
https://ink.library.smu.edu.sg/context/soe_research/article/1900/viewcontent/Firth_ES4.pdf
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Institution: Singapore Management University
Language: English