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Robust estimation of parameters in logistic regression via solving the Cramer-von Mises type L2 optimization problem

Published 21 Mar 2017 in math.ST and stat.TH | (1703.07044v4)

Abstract: This paper proposes a novel method to estimate parameters in a logistic regression model. After obtaining the estimators, their asymptotic properties are rigorously investigated.

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