Restricted ridge estimator in the logistic regression model

DOI10.1080/03610918.2016.1206932zbMath1462.62403OpenAlexW2518642784MaRDI QIDQ4638841

Yasin Asar, Jibo Wu, Mohammad Arashi

Publication date: 30 April 2018

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2016.1206932

zbMATH Keywords

mean squared errorridge estimatorrestricted ridge estimator

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Generalized linear models (logistic models) (62J12)

Related Items

Modified almost unbiased Liu estimator in logistic regression, A restricted gamma ridge regression estimator combining the gamma ridge regression and the restricted maximum likelihood methods of estimation, Restricted ridge estimator in generalized linear models: Monte Carlo simulation studies on Poisson and binomial distributed responses, A general restricted estimator in binary logistic regression in the presence of multicollinearity, On the performance of some new Liu parameters for the gamma regression model, The stochastic restricted ridge estimator in generalized linear models, Optimal stochastic restricted logistic estimator, A new kind of stochastic restricted biased estimator for logistic regression model, Iterative restricted OK estimator in generalized linear models and the selection of tuning parameters via MSE and genetic algorithm

Uses Software

• aplore3

Cites Work

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