Advanced search
Publication Cover
Journal of the American Statistical Association Volume 93, 1998 - Issue 444
Submit an article Journal homepage
332
Views
53
CrossRef citations to date
0
Altmetric
Theory and Methods

Extended Generalized Estimating Equations for Clustered Data

Daniel B. Hall Department of Statistics, University of Georgia, Athens, GA, 30602, USA
&
Thomas A. Severini Department of Statistics, Northwestern University, Evanston, IL, 60208, USA
Pages 1365-1375 | Received 01 Dec 1995, Published online: 17 Feb 2012

Citations (53)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (5)

Fatma El Zahraa S. Salama, Ahmed M. Gad, Ahmed A. El Sheikh & Amany M. Mohamed. (2022) A flexible model to fit over-dispersed longitudinal count data. Communications in Statistics: Case Studies, Data Analysis and Applications 8:3, pages 407-422.
Read now
Tom Chen, Eric J. Tchetgen Tchetgen & Rui Wang. (2020) A Stochastic Second-Order Generalized Estimating Equations Approach for Estimating Association Parameters. Journal of Computational and Graphical Statistics 29:3, pages 547-561.
Read now
Xiaomeng Niu & Hyunkeun Ryan Cho. (2019) Efficient regression modeling for correlated and overdispersed count data. Communications in Statistics - Theory and Methods 48:24, pages 6005-6018.
Read now
Suliadi Suliadi, Noor Akma Ibrahim & Isa Daud. (2013) Semiparametric Estimation with Profile Algorithm for Longitudinal Binary Data. Communications in Statistics - Simulation and Computation 42:1, pages 138-152.
Read now
CathyA. Enz, Linda Canina & Zhaoping Liu. (2008) Competitive Dynamics and Pricing Behavior in US Hotels: The Role of Co‐location. Scandinavian Journal of Hospitality and Tourism 8:3, pages 230-250.
Read now

Articles from other publishers (48)

Joshua A. Jacobs, Catherine G. Derington, Alexander R. Zheutlin, Jordan B. King, Jordana B. Cohen, John Bucheit, Ian M. Kronish, Daniel K. Addo, Donald E. Morisky, Tom H. Greene & Adam P. Bress. (2024) Association Between Self‐Reported Medication Adherence and Therapeutic Inertia in Hypertension: A Secondary Analysis of SPRINT (Systolic Blood Pressure Intervention Trial). Journal of the American Heart Association 13:3.
Crossref
Liya Fu, You-Gan Wang & Jinran Wu. 2024. Modeling and Analysis of Longitudinal Data. Modeling and Analysis of Longitudinal Data 173 221 .
Bright C. Offorha, Stephen J. Walters & Richard M. Jacques. (2023) Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies. BMC Medical Research Methodology 23:1.
Crossref
Benjamin W. Domingue, Klint Kanopka, Travis T. Mallard, Sam Trejo & Elliot M. Tucker-Drob. (2021) Modeling Interaction and Dispersion Effects in the Analysis of Gene-by-Environment Interaction. Behavior Genetics 52:1, pages 56-64.
Crossref
Shuai Wang, James B. Meigs & Josée Dupuis. (2021) Genetic association tests in family samples for multi-category phenotypes. BMC Genomics 22:1.
Crossref
Seonho Shin. (2021) Were they a shock or an opportunity?: The heterogeneous impacts of the 9/11 attacks on refugees as job seekers—a nonlinear multi-level approach. Empirical Economics 61:5, pages 2827-2864.
Crossref
M. Konstantinidis, E.A. Lalla, G. Lopez-Reyes, U.R. Rodríguez-Mendoza, E.A. Lymer, J. Freemantle & M.G. Daly. (2021) Statistical learning for the estimation of Judd-Ofelt parameters: A case study of Er3+: Doped tellurite glasses. Journal of Luminescence 235, pages 118020.
Crossref
Qihuang Zhang & Grace Y Yi. (2021) Marginal analysis of bivariate mixed responses with measurement error and misclassification. Statistical Methods in Medical Research 30:5, pages 1155-1186.
Crossref
Niansheng Tang & Wenjun Wang. (2019) Robust estimation of generalized estimating equations with finite mixture correlation matrices and missing covariates at random for longitudinal data. Journal of Multivariate Analysis 173, pages 640-655.
Crossref
Lei Liu, Ya-Chen Tina Shih, Robert L. Strawderman, Daowen Zhang, Bankole A. Johnson & Haitao Chai. (2019) Statistical Analysis of Zero-Inflated Nonnegative Continuous Data: A Review. Statistical Science 34:2.
Crossref
Nicholas C. Henderson & Paul J. Rathouz. (2018) AR(1) latent class models for longitudinal count data. Statistics in Medicine 37:29, pages 4441-4456.
Crossref
Yasmmyn D Salinas, Zuoheng Wang & Andrew T DeWan. (2018) Statistical Analysis of Multiple Phenotypes in Genetic Epidemiologic Studies: From Cross-Phenotype Associations to Pleiotropy. American Journal of Epidemiology 187:4, pages 855-863.
Crossref
Gregory Vaughan, Robert Aseltine, Kun Chen & Jun Yan. (2017) Stagewise Generalized Estimating Equations with Grouped Variables. Biometrics 73:4, pages 1332-1342.
Crossref
Wagner Hugo Bonat. (2017) Modelling Mixed Types of Outcomes in Additive Genetic Models. The International Journal of Biostatistics 13:2.
Crossref
Lianfen Qian & Suojin Wang. (2017) Subject-wise empirical likelihood inference in partial linear models for longitudinal data. Computational Statistics & Data Analysis 111, pages 77-87.
Crossref
Yiliang Zhu. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online 1 6 .
Shuai Wang, James B Meigs & Josée Dupuis. (2016) Joint association analysis of a binary and a quantitative trait in family samples. European Journal of Human Genetics 25:1, pages 130-136.
Crossref
Chun Nok Lam, Nicholas I. Goldenson, Elizabeth Burner & Jennifer B. Unger. (2016) Cultural buffering as a protective factor against electronic cigarette use among Hispanic emergency department patients. Addictive Behaviors 63, pages 155-160.
Crossref
Heping He & Thomas A. Severini. (2016) A flexible approach to inference in semiparametric regression models with correlated errors using Gaussian processes. Computational Statistics & Data Analysis 103, pages 316-329.
Crossref
Jinsong ChenLei LiuYa‐Chen T. ShihDaowen ZhangThomas A. Severini. (2015) A flexible model for correlated medical costs, with application to medical expenditure panel survey data. Statistics in Medicine 35:6, pages 883-894.
Crossref
Daniel B. Hall & Jing Shen. (2015) Marginal Projected Multivariate Linear Models for Clustered Angular Data. Australian & New Zealand Journal of Statistics 57:2, pages 241-257.
Crossref
Ming Wang. (2014) Generalized Estimating Equations in Longitudinal Data Analysis: A Review and Recent Developments. Advances in Statistics 2014, pages 1-11.
Crossref
Yiliang Zhu. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
James W. Hardin. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Yiliang Zhu. 2001. Encyclopedia of Environmetrics. Encyclopedia of Environmetrics.
Peter B. Imrey & Douglas G. Simpson. 2001. Encyclopedia of Environmetrics. Encyclopedia of Environmetrics.
Ziqi Chen, Ning‐Zhong Shi, Wei Gao & Man‐Lai Tang. (2012) Efficient semiparametric mean‐association estimation for longitudinal binary responses. Statistics in Medicine 31:13, pages 1323-1341.
Crossref
Peirong Xu & Lixing Zhu. (2012) Estimation for a marginal generalized single-index longitudinal model. Journal of Multivariate Analysis 105:1, pages 285-299.
Crossref
Anirban BasuAndrea Manca. (2011) Regression Estimators for Generic Health-Related Quality of Life and Quality-Adjusted Life Years. Medical Decision Making 32:1, pages 56-69.
Crossref
D. H. Y. Leung, Y.-G. Wang & M. Zhu. (2009) Efficient parameter estimation in longitudinal data analysis using a hybrid GEE method. Biostatistics 10:3, pages 436-445.
Crossref
Jianfeng Liu, Yufang Pei, Chris J. Papasian,Hong‐Wen Deng. (2008) Bivariate association analyses for the mixture of continuous and binary traits with the use of extended generalized estimating equations. Genetic Epidemiology 33:3, pages 217-227.
Crossref
Grace Y. Yi, Wenqing He & Hua Liang. (2009) Analysis of correlated binary data under partially linear single-index logistic models. Journal of Multivariate Analysis 100:2, pages 278-290.
Crossref
BRAJENDRA C. SUTRADHAR, VANDNA JOWAHEER & GARY SNEDDON. (2008) On a Unified Generalized Quasi–likelihood Approach for Familial–Longitudinal Non‐Stationary Count Data. Scandinavian Journal of Statistics 35:4, pages 597-612.
Crossref
Taslim S. Mallick & Brajendra C. Sutradhar. (2008) GQL Versus Conditional GQL Inferences for Non‐Stationary Time Series of Counts with Overdispersion. Journal of Time Series Analysis 29:2, pages 402-420.
Crossref
You‐Gan Wang & Yuning Zhao. (2007) A Modified Pseudolikelihood Approach for Analysis of Longitudinal Data. Biometrics 63:3, pages 681-689.
Crossref
Amy L Webb, Aryeh D Stein, Usha Ramakrishnan, Vicki S Hertzberg, Miriam Urizar & Reynaldo Martorell. (2006) A simple index to measure hygiene behaviours. International Journal of Epidemiology 35:6, pages 1469-1477.
Crossref
Sanjoy K. Sinha. (2009) Robust inference in generalized linear models for longitudinal data. Canadian Journal of Statistics 34:2, pages 261-278.
Crossref
Aimee L Webb, Andrea J Conlisk, Huiman X Barnhart, Reynaldo Martorell, Rubén Grajeda & Aryeh D Stein. (2005) Maternal and childhood nutrition and later blood pressure levels in young Guatemalan adults. International Journal of Epidemiology 34:4, pages 898-904.
Crossref
Heungsun Hwang & Yoshio Takane. (2005) Estimation of Growth Curve Models with Structured Error Covariances by Generalized Estimating Equations. Behaviormetrika 32:2, pages 155-163.
Crossref
You‐Gan Wang & Xu Lin. (2005) Effects of Variance‐Function Misspecification in Analysis of Longitudinal Data. Biometrics 61:2, pages 413-421.
Crossref
James W. Hardin. 2005. Encyclopedia of Statistics in Behavioral Science. Encyclopedia of Statistics in Behavioral Science.
Daniel B Hall & Zhengang Zhang. (2016) Marginal models for zero inflated clustered data. Statistical Modelling 4:3, pages 161-180.
Crossref
Andrea J. Conlisk, Huiman X. Barnhart, Reynaldo Martorell, Ruben Grajeda & Aryeh D. Stein. (2004) Maternal and Child Nutritional Supplementation Are Inversely Associated with Fasting Plasma Glucose Concentration in Young Guatemalan Adults. The Journal of Nutrition 134:4, pages 890-897.
Crossref
Jun Yan & Jason Fine. (2004) Estimating equations for association structures. Statistics in Medicine 23:6, pages 859-874.
Crossref
Bent Jørgensen & Sven Jesper Knudsen. (2004) Parameter Orthogonality and Bias Adjustment for Estimating Functions. Scandinavian Journal of Statistics 31:1, pages 93-114.
Crossref
Brajendra C. Sutradhar. (2003) An Overview on Regression Models for Discrete Longitudinal Responses. Statistical Science 18:3.
Crossref
Yiliang Zhu. 2001. Encyclopedia of Environmetrics. Encyclopedia of Environmetrics.
Daniel B. Hall. (2008) On the application of extended quasi‐likelihood to the clustered data case. Canadian Journal of Statistics 29:1, pages 77-97.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.