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A new estimator to control collinearity problems in correlated binary response

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Publication:6204961
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DOI10.1080/03610918.2021.2005097OpenAlexW4283024319MaRDI QIDQ6204961

Unnamed Author, Hossein Mahjub, Javad Faradmal

Publication date: 11 April 2024

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

Full work available at URL: https://doi.org/10.1080/03610918.2021.2005097


zbMATH Keywords

logisticbinarymixed modelLiu estimatorcollinearity


Mathematics Subject Classification ID

Statistics (62-XX)




Cites Work

  • Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation
  • On Ridge Parameters in Logistic Regression
  • New Shrinkage Parameters for the Liu-type Logistic Estimators
  • REML Estimation with Exact Covariance in the Logistic Mixed Model
  • A new class of blased estimate in linear regression
  • Theory of Ridge Regression Estimation with Applications
  • Performance of Some New Ridge Regression Estimators
  • Ridge Estimators in Logistic Regression
  • A Geometric Approach to Determinants
  • Liu-Type Logistic Estimator
  • Ordinal ridge regression with categorical predictors
  • Ridge Regression: Biased Estimation for Nonorthogonal Problems
  • Recovery of inter-block information when block sizes are unequal
  • Longitudinal Data Analysis
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