Collinearity in generalized linear models

From MaRDI portal
Publication:3474096

DOI10.1080/03610928908830102zbMath0696.62307OpenAlexW2006774845MaRDI QIDQ3474096

Murray J. MacKinnon, Martin L. Puterman

Publication date: 1989

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

Full work available at URL: http://hdl.handle.net/2429/25711




Related Items (24)

A continuum of principal component generalized linear regressionsLiu estimation in generalized linear models: application on gamma distributed response variableEffects of Residual Smoothing on the Posterior of the Fixed Effects in Disease‐Mapping ModelsCollinearity in generalized linear regressionA new biased estimation method in tobit regression: theory and applicationCollinearity in generalized linear modelsModified ridge parameter estimators for log-gamma model: Monte Carlo evidence with a graphical investigationRestricted ridge estimator in generalized linear models: Monte Carlo simulation studies on Poisson and binomial distributed responsesThe red indicator and corrected VIFs in generalized linear modelsLiu-type estimator for the gamma regression modelAlmost unbiased Liu-type estimators in gamma regression modelA general restricted estimator in binary logistic regression in the presence of multicollinearityDeveloped first-order approximated estimators for the gamma distributed response variableSome rk class proportional hazard regression models in the presence of collinearity: an evidence from Indian infant mortalityLiu-type estimator in Conway–Maxwell–Poisson regression model: theory, simulation and applicationA new multicollinearity diagnostic for generalized linear modelsProfile monitoring for count data using Poisson and Conway-Maxwell-Poisson regression-based control charts under multicollinearity problemThe r-k class estimator in generalized linear models applicable with simulation and empirical study using a Poisson and Gamma responsesLiu-Type Negative Binomial Regression: A Comparison of Recent Estimators and ApplicationsBayesian Estimation of the Log–linear Exponential Regression Model with Censorship and CollinearityUnnamed ItemA Simulation Study of Some Biasing Parameters for the Ridge Type Estimation of Poisson RegressionPerformance of ridge estimator in inverse Gaussian regression modelIterative restricted OK estimator in generalized linear models and the selection of tuning parameters via MSE and genetic algorithm



Cites Work


This page was built for publication: Collinearity in generalized linear models