On the restricted almost unbiased Liu estimator in the logistic regression model

DOI10.1080/03610926.2017.1376082OpenAlexW2963596878MaRDI QIDQ5154084

Yasin Asar, Mohammad Arashi, Jibo Wu

Publication date: 1 October 2021

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1707.07158

zbMATH Keywords

eigenvalueLiu estimatormean squared error matrixalmost unbiased Liu estimatorrestricted almost unbiased Liu estimator

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Generalized linear models (logistic models) (62J12)

Related Items (6)

A new Poisson Liu Regression Estimator: method and application ⋮ Diagnostic measures for the restricted Liu estimator in linear measurement error models ⋮ A modified one parameter Liu estimator for Conway-Maxwell Poisson response model ⋮ A general restricted estimator in binary logistic regression in the presence of multicollinearity ⋮ Two parameter estimators for the Conway–Maxwell–Poisson regression model ⋮ The r – d class estimator in generalized linear models: applications on gamma, Poisson and binomial distributed responses

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