Simon Fraser University

Generalized Estimating Equations

X ij = [x ij1, ... , x ijp]' The Generalized Estimating Equation of Liang and Zeger (1986) for estimating the p ×1 vector of regression parameters is an extension of the independence estimating ...
JSTOR Daily

Assessing the validity of weighted generalized estimating equations

The inverse probability weighted generalized estimating equations approach (Robins et al. 1994; Robins et al. 1995), effectively removes bias and provides valid statistical inference for regression ...
GitHub

A bias-reduced generalized estimating equation for proportional odds model for small-sample longitudinal ordinal data

There was an error while loading. Please reload this page. The SAS codes which implement simulation study and fit the mothodology described in the paper "A bias ...
IEEE

Predicting the medium-term electricity load demand of Thailand using the generalized estimating equation and the linear mixed effect model

Abstract: This study aims to predict the medium-term electricity load demand of Thailand using the generalized estimating equation and the linear mixed effect model. The electricity load demand data ...
Scientific Research Publishing

Paik, M.C. (1997) The Generalized Estimating Equation Approach When Data Are Not Missing Completely at Random. Journal of American Statistical Association, 92, 1320-1329.

ABSTRACT: The study focuses on the imputation for the longitudinal survey data which often has nonignorable nonrespondents. Local linear regression is used to impute the missing values and then the ...