More on the restricted Liu estimator in the logistic regression model

DOI10.1080/03610918.2015.1100735zbMath1368.62187OpenAlexW2547273949MaRDI QIDQ4976558

Yasin Asar, Jibo Wu

Publication date: 31 July 2017

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

Full work available at URL: https://doi.org/10.1080/03610918.2015.1100735

zbMATH Keywords

Liu estimatorrestricted Liu estimatormean squared error matrix

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) General nonlinear regression (62J02)

Related Items (9)

On the James-Stein estimator for the poisson regression model ⋮ On the Liu estimator in the beta and Kumaraswamy regression models: A comparative study ⋮ An improved and efficient biased estimation technique in logistic regression model ⋮ Liu-type estimator for the gamma regression model ⋮ The r – d class estimator in generalized linear models: applications on gamma, Poisson and binomial distributed responses ⋮ Logistic Liu estimator under stochastic linear restrictions ⋮ On the performance of some new Liu parameters for the gamma regression model ⋮ On the Liu estimation of Bell regression model in the presence of multicollinearity ⋮ On the stochastic restricted Liu-type maximum likelihood estimator in logistic regression model

Cites Work

• More on the Bias and Variance Comparisons of the Restricted Almost Unbiased Estimators
• On the small sample properties of norm-restricted maximum likelihood estimators for logistic regression models
• A new estimator combining the ridge regression and the restricted least squares methods of estimation
• A new class of blased estimate in linear regression
• Performance of Some New Ridge Regression Estimators
• On the Restricted Liu Estimator in the Logistic Regression Model

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