Modified restricted Liu estimator in logistic regression model

DOI10.1007/s00180-015-0609-3zbMath1348.65043OpenAlexW995067932MaRDI QIDQ333393

Jibo Wu

Publication date: 28 October 2016

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-015-0609-3

zbMATH Keywords

restricted maximum likelihood estimatorlogistic regression modelmodified restricted Liu estimatorrestricted Liu estimator

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05)

Related Items (7)

On the Liu estimator in the beta and Kumaraswamy regression models: A comparative study ⋮ New shrinkage parameters for the inverse Gaussian Liu regression ⋮ Modified almost unbiased Liu estimator in logistic regression ⋮ Logistic Liu estimator under stochastic linear restrictions ⋮ SLASSO: a scaled LASSO for multicollinear situations ⋮ Optimal stochastic restricted logistic estimator ⋮ A new kind of stochastic restricted biased estimator for logistic regression model

Cites Work

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• On the performance of two parameter ridge estimator under the mean square error criterion
• Comparison of Two Estimators of Parameters Under Pitman Nearness Criterion
• On the small sample properties of norm-restricted maximum likelihood estimators for logistic regression models
• A Monte Carlo Evaluation of Some Ridge-Type Estimators
• A new class of blased estimate in linear regression
• Using Liu-Type Estimator to Combat Collinearity
• Liu-Type Logistic Estimator
• On the Restricted Liu Estimator in the Logistic Regression Model
• Efficiency of an almost unbiased two-parameter estimator in linear regression model
• Ridge Regression: Biased Estimation for Nonorthogonal Problems

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