Efficiency of the modified jackknifed Liu-type estimator

DOI10.1007/s00362-010-0334-5zbMath1440.62264OpenAlexW1983698452MaRDI QIDQ452316

Fikri Akdeniz, Esra Akdeniz Duran

Publication date: 20 September 2012

Published in: Statistical Papers (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00362-010-0334-5

zbMATH Keywords

multicollinearityLiu-type estimatorridge regression estimatoralmost unbiased Liu estimatorjackknifed estimator

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05) Bootstrap, jackknife and other resampling methods (62F40)

Related Items (9)

A class of biased estimators based on QR decomposition ⋮ Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion ⋮ On the jackknife Kibria-Lukman estimator for the linear regression model ⋮ Jackknifed Liu estimator in linear regression models ⋮ Performance of the difference-based Liu-type estimator in partially linear model ⋮ Performance of Kibria's methods in partial linear ridge regression model ⋮ Rank-based Liu regression ⋮ Efficiency of the QR class estimator in semiparametric regression models to combat multicollinearity ⋮ Singular Ridge Regression With Stochastic Constraints

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