Results 1 to 10 of about 600,737 (213)

TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS. [PDF]

Stat Sin, 2019
Longitudinal neuroimaging studies are becoming increasingly prevalent, where brain images are collected on multiple subjects at multiple time points. Analyses of such data are scientifically important, but also challenging.
Zhang X, Li L, Zhou H, Zhou Y, Shen D, ADNI.   +5 more
europepmc   +5 more sources

The R Package geepack for Generalized Estimating Equations

Journal of Statistical Software, 2005
This paper describes the core features of the R package geepack, which implements the generalized estimating equations (GEE) approach for fitting marginal generalized linear models to clustered data.
Søren Højsgaard, Ulrich Halekoh, Jun Yan   +2 more
doaj   +4 more sources

A robust and unified framework for estimating heritability in twin studies using generalized estimating equations. [PDF]

Stat Med, 2020
The ‘heritability’ of a phenotype measures the proportion of trait variance due to genetic factors in a population. In the past 50 years, studies with monozygotic and dizygotic twins have estimated heritability for 17,804 traits;1 thus twin studies are ...
Arbet J, McGue M, Basu S.
europepmc   +3 more sources

Assessing the Impacts of Meteorological Factors on COVID-19 Pandemic Using Generalized Estimating Equations [PDF]

Frontiers in Public Health, 2022
BackgroundMeteorological factors have been proven to affect pathogens; both the transmission routes and other intermediate. Many studies have worked on assessing how those meteorological factors would influence the transmissibility of COVID-19.
Shengnan Lin, Jia Rui, Jia Rui, Fang Xie, Meirong Zhan, Qiuping Chen, Qiuping Chen, Bin Zhao, Yuanzhao Zhu, Zhuoyang Li, Bin Deng, Shanshan Yu, An Li, Yanshu Ke, Wenwen Zeng, Yanhua Su, Yi-Chen Chiang, Tianmu Chen   +17 more
doaj   +2 more sources

A Monte Carlo method for comparing generalized estimating equations to conventional statistical techniques for discounting data. [PDF]

J Exp Anal Behav, 2019
Discounting is the process by which outcomes lose value. Much of discounting research has focused on differences in the degree of discounting across various groups.
Friedel JE, DeHart WB, Foreman AM, Andrew ME.   +3 more
europepmc   +2 more sources

Correlates of Stress in the College Environment Uncovered by the Application of Penalized Generalized Estimating Equations to Mobile Sensing Data.

JMIR Mhealth Uhealth, 2019
Background Stress levels among college students have been on the rise for the last few decades. Currently, rates of reported stress among college students are at an all-time high.
DaSilva AW, Huckins JF, Wang R, Wang W, Wagner DD, Campbell AT.   +5 more
europepmc   +2 more sources

Modeling the Multidimensional Predictors of Multisite Musculoskeletal Pain Across Adulthood-A Generalized Estimating Equations Approach. [PDF]

Front Public Health, 2021
Ahlholm VH, Rönkkö V, Ala-Mursula L, Karppinen J, Oura P.   +4 more
europepmc   +3 more sources

Covariance estimators for generalized estimating equations (GEE) in longitudinal analysis with small samples. [PDF]

Stat Med, 2016
Wang M, Kong L, Li Z, Zhang L.
europepmc   +2 more sources

A stochastic second-order generalized estimating equations approach for estimating association parameters. [PDF]

J Comput Graph Stat, 2020
Chen T, Tchetgen EJT, Wang R.
europepmc   +2 more sources

geessbin: an R package for analyzing small-sample binary data using modified generalized estimating equations with bias-adjusted covariance estimators. [PDF]

BMC Med Res Methodol
Ishii R, Ohigashi T, Maruo K, Gosho M.
europepmc   +3 more sources