Wu, JiboAsar, Yasin2024-02-232024-02-2320191303-5991https://doi.org/10.31801/cfsuasmas.456454https://hdl.handle.net/20.500.12452/15715In order to overcome multicollinearity, we propose a stochastic restricted Liu-type maximum likelihood estimator by incorporating Liu-type maximum likelihood estimator to the logistic regression model when the linear restrictions are stochastic. We also discuss the properties of the new estimator. Moreover, we give a method to choose the biasing parameter in the new estimator. Finally, a simulation study is given to show the performance of the new estimator.eninfo:eu-repo/semantics/openAccessLiu-Type Maximum Likelihood EstimatorStochastic Restricted Liu-Type Maximum Likelihood EstimatorMulticollinearityArticle681643653WOS:00046369890005110.31801/cfsuasmas.456454