Performance of some new Liu parameters for the linear regression model

DOI10.1080/03610926.2019.1595654OpenAlexW2939452127WikidataQ128015984 ScholiaQ128015984MaRDI QIDQ5077490

Talha Omer, Muhammad Amin, Muhammad Qasim

Publication date: 18 May 2022

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

Full work available at URL: https://doi.org/10.1080/03610926.2019.1595654

zbMATH Keywords

mean squared errormulticollinearityLiu estimatormean absolute errorLiu parameters

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (14)

A new Poisson Liu Regression Estimator: method and application ⋮ A new class of efficient and debiased two-step shrinkage estimators: method and application ⋮ On some beta ridge regression estimators: method, simulation and application ⋮ Bayesian estimation of ridge parameter under different loss functions ⋮ Diagnostic techniques for the inverse Gaussian regression model ⋮ New shrinkage parameters for the inverse Gaussian Liu regression ⋮ On the generalized biased estimators for the gamma regression model: methods and applications ⋮ Ridge parameter estimation for the linear regression model under different loss functions using T-K approximation ⋮ Modified ridge-type estimator for the inverse Gaussian regression model ⋮ A new biased estimator for the gamma regression model: Some applications in medical sciences ⋮ A new Liu-type estimator for the Inverse Gaussian Regression Model ⋮ New robust ridge estimators for the linear regression model with outliers ⋮ Modified ridge-type for the Poisson regression model: simulation and application ⋮ Almost unbiased ridge estimator in the gamma regression model

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Performance of some ridge estimators for the gamma regression model
• On Some Ridge Regression Estimators: An Empirical Comparisons
• A Simulation Study of Some Ridge Estimators
• A Monte Carlo Evaluation of Some Ridge-Type Estimators
• A Comparison of Ridge Estimators
• A new class of blased estimate in linear regression
• Performance of some new preliminary test ridge regression estimators and their properties
• On the almost unbiased generalized liu estimator and unbiased estimation of the bias and mse
• Tests of regression coefficients under ridge regression models
• Choosing Ridge Parameter for Regression Problems
• Performance of Some New Ridge Regression Estimators
• On the performance of some new Liu parameters for the gamma regression model
• Ridge Regression: Biased Estimation for Nonorthogonal Problems

This page was built for publication: Performance of some new Liu parameters for the linear regression model