Search Results - subject:"generalized estimating equations"

A note on regression diagnostics for generalized estimating equations : empirical study on environmental disclosure determinants

Crisci, Anna - In: Journal of the Operational Research Society 74 (2023) 4, pp. 1042-1048

Persistent link: https://www.econbiz.de/10014334852

Estimating complier average causal effects for clustered RCTs when the treatment affects the service population

Schochet, Peter Z. - In: Journal of Causal Inference 10 (2022) 1, pp. 300-334

Abstract Randomized controlled trials (RCTs) sometimes test interventions that aim to improve existing services targeted to a subset of individuals identified after randomization. Accordingly, the treatment could affect the composition of service recipients and the offered services. With such...

Persistent link: https://www.econbiz.de/10014610934

Using generalized estimating equations to estimate nonlinear models with spatial data

Lu, Cuicui; Wang, Weining; Wooldridge, Jeffrey M. - 2020

In this paper, we study estimation of nonlinear models with cross sectional data using two-step generalized estimating … equations (GEE) in the quasi-maximum likelihood estimation (QMLE) framework. In the interest of improving efficiency, we propose …

Persistent link: https://www.econbiz.de/10012433261

Effects of changes in living environment on physical health: A prospective cohort study of movers and non-movers in Germany

Aretz, Benjamin; Doblhammer, Gabriele; Janssen, Fanny - 2018

Longitudinal studies on associations between changes in living environment and health are few and focus on movers. Next to causal effects, differences in health between living environments can, however, result due to residential mobility. The present study explored changes in living environment...

Persistent link: https://www.econbiz.de/10011957001

Effects of changes in living environment on physical health : a prospective cohort study of movers and non-movers in Germany

Aretz, Benjamin; Doblhammer, Gabriele; Janssen, Fanny - 2018

Persistent link: https://www.econbiz.de/10011952495

Efficient parameter estimation in longitudinal data analysis using a hybrid GEE method

Leung, DHY; Wang, YG; Zhu, M - 2009

Persistent link: https://www.econbiz.de/10009448429

Using Entropy Working Correlation Matrix in Generalized Estimating Equation for Stock Price Change Model

SerpilKilic; Çilingirtürk, Ahmet Mete - In: Journal of Asian Scientific Research 2 (2012) 4, pp. 228-239

years, non-normal longitudinal data is analyzed by Generalized Estimating Equations (GEE) method. Goodness-of-fit statistics …

Persistent link: https://www.econbiz.de/10010757477

Improving Small-Sample Inference in Group Randomized Trials and Other Sources of Correlated Binary Outcomes.

Westgate, Philip Michael - 2011

Group Randomized Trials (GRTs), along with many other types of studies, commonly can becomposed of a small to moderate number of independent clusters of correlated data. In thisdissertation, we focus on statistical inference in these settings. Particularly, we concentrateon test size and...

Persistent link: https://www.econbiz.de/10009482939

Effective GPS-based panel survey sample size for urban travel behavior studies

Xu, Yanzhi - 2010

This research develops a framework to estimate the effective sample size of Global Positioning System (GPS) based panel surveys in urban travel behavior studies for a variety of planning purposes. Recent advances in GPS monitoring technologies have made it possible to implement panel surveys...

Persistent link: https://www.econbiz.de/10009476043

Discussion of "generalized estimating equations: Notes on the choice of the working correlation matrix"

Breitung, J.; Chaganty, N. R.; Daniel, R. M.; Kenward, M. G. - 2010

To discuss generalized estimating equations as an extension of generalized linear models by commenting on the paper of … Ziegler and Vens “Generalized Estimating Equations: Notes on the Choice of the Working Correlation Matrix”. Methods: Inviting … comparison of choosing instruments in GMM and generalized estimating equations (GEE) would be worthwhile. Some theoretical …

Persistent link: https://www.econbiz.de/10009448369