Adjustive Liu-Type Estimators in Linear Regression Models

DOI10.1080/03610918.2010.484120zbMath1195.62113OpenAlexW2029415885MaRDI QIDQ3589994

Jian-Ying Rong

Publication date: 17 September 2010

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

Full work available at URL: https://doi.org/10.1080/03610918.2010.484120

zbMATH Keywords

Liu-type estimatorPRESS criterionadjustive Liu-type estimatorgeneralized adjustive Liu-type estimator

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05)

Related Items (1)

Improved ridge estimators in a linear regression model

Cites Work

• Shrinkage structure in biased regression
• A new biased estimator based on ridge estimation
• An alternative stochastic restricted Liu estimator in linear regression
• Improvement of the Liu estimator in linear regression model
• On the Restricted Liu Estimator in the Gauss–Markov Model
• A new class of blased estimate in linear regression
• COMBINING THE LIU ESTIMATOR AND THE PRINCIPAL COMPONENT REGRESSION ESTIMATOR
• Using Liu-Type Estimator to Combat Collinearity
• Robust Liu estimator for regression based on an M-estimator
• A Prediction-Oriented Criterion for Choosing the Biasing Parameter in Liu Estimation

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