Efficiency of the generalized difference-based Liu estimators in semiparametric regression models with correlated errors

DOI10.1080/00949655.2013.806924zbMath1457.62104OpenAlexW2088940756MaRDI QIDQ5220710

Fikri Akdeniz, Mohammad Arashi, Mahdi Roozbeh, Esra Akdeniz Duran

Publication date: 27 March 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2013.806924

zbMATH Keywords

difference-based estimatorsemiparametric regression modelbalanced loss functiongeneralized Liu estimatorgeneralized difference-based restricted Liu estimator

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07)

Related Items

Robust ridge estimator in restricted semiparametric regression models, Using Improved Robust Estimators to Semiparametric Model with High Dimensional Data, Efficiency of the generalized restricted difference-based almost unbiased ridge estimator in partially linear model, Ridge estimation in semi-parametric regression models under the stochastic restriction and correlated elliptically contoured errors, Efficiency of a generalized difference-based weighted mixed ridge estimator in partially linear model, A generalized difference-based mixed two-parameter estimator in partially linear model, Efficiency of the generalized-difference-based weighted mixed almost unbiased two-parameter estimator in partially linear model, Feasible robust estimator in restricted semiparametric regression models based on the LTS approach, Improvement of generalized difference-based mixed Liu estimator in partially linear model, Performance of the difference-based Liu-type estimator in partially linear model, New restricted Liu estimator in a partially linear model, Local influence for Liu estimators in semiparametric linear models, Restricted difference-based Liu estimator in partially linear model, Extended least trimmed squares estimator in semiparametric regression models with correlated errors

Uses Software

• SemiPar

Cites Work

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