Article citationsMore>>

Ogoke, U.P., Nduka, E.C. and Nja, M.E. (2013) The Logistic Regression Model with a Modified Weight Function in Survival Analysis. Mathematical Theory & Modeling, 3, 12-17.

has been cited by the following article:

• TITLE: A New Stochastic Restricted Liu Estimator for the Logistic Regression Model

  AUTHORS: Weibing Zuo, Yingli Li

  KEYWORDS: Multicollinearity, Liu Estimator, Stochastic Restricted Liu Estimator, Scalar Mean Squared Error Matrix

  JOURNAL NAME: Open Journal of Statistics, Vol.8 No.1, February 1, 2018

  ABSTRACT: In order to overcome the well-known multicollinearity problem, we propose a new Stochastic Restricted Liu Estimator in logistic regression model. In the mean square error matrix sense, the new estimation is compared with the Maximum Likelihood Estimation, Liu Estimator Stochastic Restricted Maximum Likelihood Estimator etc. Finally, a numerical example and a Monte Carlo simulation are given to explain some of the theoretical results.