Cited by 387Statistical Methods and Bayesian InferenceSpatial and Panel Data AnalysisStatistical Methods and Applications

The DOI matches its Crossref record; 24 of the 24 references it cites were found in a registry or an index.

Review of Software to Fit Generalized Estimating Equation Regression Models

Horton, Nicholas J., Lipsitz, Stuart R.·1999·The American Statistician

DOI 10.1080/00031305.1999.10474451

Open this paper in CoChat — free account

Abstract

Researchers are often interested in analyzing data that arise from a longitudinal or clustered design. Although there are a variety of standard likelihood-based approaches to analysis when the outcome variables are approximately multivariate normal, models for discrete-type outcomes generally require a different approach. Liang and Zeger formalized an approach to this problem using generalized estimating equations (GEEs) to extend generalized linear models (GLMs) to a regression setting with correlated observations within subjects. In this article, we briefly review GLM, the GEE methodology, introduce some examples, and compare the GEE implementations of several general purpose statistical packages (SAS, Stata, SUDAAN, and S-Plus). We focus on the user interface, accuracy, and completeness of implementations of this methodology.

Integrity signals

Registry

Crossref · 10.1080/00031305.1999.10474451

Cites

24 of 24 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity
White, H. (1980) · Econometrica · doi:10.2307/1912934 · Cited by 25,861
Generalized Linear Models
(2005) · Springer eBooks · doi:10.1007/0-387-27255-0_9 · Cited by 20,333
Longitudinal data analysis using generalized linear models
LIANG, K.-Y., & ZEGER, S. L. (1986) · Biometrika · doi:10.1093/biomet/73.1.13 · Cited by 18,550
Statistical Analysis With Missing Data
Lahiff, M., Little, R. J. A., & Rubin, D. B. (1989) · Journal of the American Statistical Association · doi:10.2307/2289883 · Cited by 17,385
Generalized Linear Models
McCullagh, P., & Nelder, J. A. (1989) · doi:10.1007/978-1-4899-3242-6 · Cited by 16,836
Random-Effects Models for Longitudinal Data
Laird, N. M., & Ware, J. H. (1982) · Biometrics · doi:10.2307/2529876 · Cited by 8,923
Longitudinal Data Analysis for Discrete and Continuous Outcomes
Zeger, S. L., & Liang, K. (1986) · Biometrics · doi:10.2307/2531248 · Cited by 7,781
Analysis of Longitudinal Data
Everitt, B. S. (2001) · Psychology Press eBooks · doi:10.4324/9781410605542-11 · Cited by 6,877
Untitled work
(1967) · Project Euclid (Cornell University) · Cited by 4,720
Maximum Likelihood Estimation of Misspecified Models
White, H. (1982) · Econometrica · doi:10.2307/1912526 · Cited by 4,207

Show all 24 references

Research works printed but not linked: 4

10.1080/00031305.1994.10476073 · DOI
1996, Splus Version 3.4, Supplement
1996, SAS/STAT Software: Changes and Enhancements for Release 6.12
1997, Stata Statistical Software: Release 5.0

Sorted by citations

Statistical Analysis of Correlated Data Using Generalized Estimating Equations: An Orientation
Hanley, J. A. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwf215 · Cited by 2,185
TheRPackagegeepackfor Generalized Estimating Equations
Halekoh, U., Højsgaard, S., & Yan, J. (2006) · Journal of Statistical Software · doi:10.18637/jss.v015.i02 · Cited by 1,921
Using Generalized Estimating Equations for Longitudinal Data Analysis
Ballinger, G. A. (2004) · Organizational Research Methods · doi:10.1177/1094428104263672 · Cited by 1,567
Pathological Correlates of Late Drug-Eluting Stent Thrombosis
Finn, A. V., Joner, M., Nakazawa, G., Kolodgie, F. D., Newell, J. B., John, M. C., Gold, H. K., & Virmani, R. (2007) · Circulation · doi:10.1161/circulationaha.107.693739 · Cited by 1,278
Effects of Volunteering on the Well-Being of Older Adults
Morrow-Howell, N., Hinterlong, J., Rozario, P. A., & Tang, F. (2003) · The Journals of Gerontology: Series B · doi:10.1093/geronb/58.3.s137 · Cited by 923
Much Ado About Nothing
Horton, N. J., & Kleinman, K. (2007) · The American Statistician · doi:10.1198/000313007x172556 · Cited by 829
Self-citation
On the unnecessary ubiquity of hierarchical linear modeling.
McNeish, D., Stapleton, L. M., & Silverman, R. D. (2016) · Psychological Methods · doi:10.1037/met0000078 · Cited by 787
Generalized Estimating Equation Models for Correlated Data: A Review with Applications
Zorn, C. (2001) · American Journal of Political Science · doi:10.2307/2669353 · Cited by 694
Preferences for place of death if faced with advanced cancer: a population survey in England, Flanders, Germany, Italy, the Netherlands, Portugal and Spain
Gomes, B., Higginson, I. J., Calanzani, N., Cohen, J., Deliëns, L., Daveson, B. A., Bechinger-English, D., Bausewein, C., Ferreira, P. L., Toscani, F., et al. (2012) · Annals of Oncology · doi:10.1093/annonc/mdr602 · Cited by 560
Audit Committees, Boards, and the Quality of Reported Earnings*
Vafeas, N. (2005) · Contemporary Accounting Research · doi:10.1506/1qyn-2rfq-fkyx-xp84 · Cited by 519
The effect of certification with the ISO 9000 Quality Management Standard: A signaling approach
Terlaak, A., & King, A. A. (2005) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2004.09.012 · Cited by 509
Adjustments for Center in Multicenter Studies: An Overview
Localio, A. R., Berlin, J. A., Have, T. R. T., & Kimmel, S. E. (2001) · Annals of Internal Medicine · doi:10.7326/0003-4819-135-2-200107170-00012 · Cited by 442
Modeling Clustered Data with Very Few Clusters
McNeish, D., & Stapleton, L. M. (2016) · Multivariate Behavioral Research · doi:10.1080/00273171.2016.1167008 · Cited by 440
Meta-Analysis: Risk for Hypertension in Living Kidney Donors
Boudville, N. C., Prasad, G. V. R., Knoll, G. A., Muirhead, N., Thiessen‐Philbrook, H., Yang, R. C., Rosas-Arellano, M. P., Housawi, A. A., & Garg, A. X. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-145-3-200608010-00006 · Cited by 394
An Introduction to Generalized Estimating Equations and an Application to Assess Selectivity Effects in a Longitudinal Study on Very Old Individuals
Ghisletta, P., & Spini, D. (2004) · Journal of Educational and Behavioral Statistics · doi:10.3102/10769986029004421 · Cited by 388
Proteinuria and reduced kidney function in living kidney donors: A systematic review, meta-analysis, and meta-regression.
Garg, A., Muirhead, N., Knoll, G., Yang, R.-C., Prasad, G. V., Thiessen-Philbrook, H., Rosas-Arellano, M. P., Housawi, A. A., & Boudville, N. (2006) · Kidney International · doi:10.1038/sj.ki.5001819 · Cited by 369
Physical Education and Academic Achievement in Elementary School: Data From the Early Childhood Longitudinal Study
Carlson, S. A., Fulton, J. E., Lee, S. M., Maynard, L. M., Brown, D. R., Kohl, H. W., & Dietz, W. H. (2008) · American Journal of Public Health · doi:10.2105/ajph.2007.117176 · Cited by 368
Sleep and Adolescent Suicidal Behavior
Liu, X. (2004) · Sleep · doi:10.1093/sleep/27.7.1351 · Cited by 358
Small‐Sample Adjustments for Wald‐Type Tests Using Sandwich Estimators
Fay, M. P., & Graubard, B. (2001) · Biometrics · doi:10.1111/j.0006-341x.2001.01198.x · Cited by 289
Multivariable Analysis: A Practical Guide for Clinicians and Public Health Researchers
Katz, M. H. (2011) · Cited by 298
The Relationship Between Gun Ownership and Firearm Homicide Rates in the United States, 1981–2010
Siegel, M., Ross, C. S., & King, C. (2013) · American Journal of Public Health · doi:10.2105/ajph.2013.301409 · Cited by 289
Who Benefits From Volunteering? Variations in Perceived Benefits
Morrow-Howell, N. L., Hong, S.-I., & Tang, F. (2009) · The Gerontologist · doi:10.1093/geront/gnp007 · Cited by 282
Bidirectional Associations between Parenting Practices and Conduct Problems in Boys from Childhood to Adolescence: The Moderating Effect of Age and African-American Ethnicity
Pardini, D. A., Fite, P. J., & Burke, J. D. (2007) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-007-9162-z · Cited by 262
Analysis of Comparative Data Using Generalized Estimating Equations
Paradis, E., & Claude, J. (2002) · Journal of Theoretical Biology · doi:10.1006/jtbi.2002.3066 · Cited by 261
Statistical Methods to Study Timing of Vulnerability with Sparsely Sampled Data on Environmental Toxicants
Sánchez, B. N., Hu, H., Litman, H. J., & Téllez‐Rojo, M. M. (2010) · Environmental Health Perspectives · doi:10.1289/ehp.1002453 · Cited by 228
Socioeconomic Status and Incidence of Type 2 Diabetes: Results From the Black Women's Health Study
Krishnan, S., Cozier, Y. C., Rosenberg, L. A., & Palmer, J. R. (2010) · American Journal of Epidemiology · doi:10.1093/aje/kwp443 · Cited by 224
Critical success factors for human resource outcomes in Kaizen events: An empirical study
Farris, J. A., Aken, E. M. V., Doolen, T. L., & Worley, J. M. (2008) · International Journal of Production Economics · doi:10.1016/j.ijpe.2008.08.051 · Cited by 224
Institutional drivers of high-growth firms: country-level evidence from 26 transition economies
Krasniqi, B. A., & Desai, S. (2016) · Small Business Economics · doi:10.1007/s11187-016-9736-7 · Cited by 223
Effectiveness of Hysterectomy
Kjerulff, K. H., LANGENBERG, P. W., RHODES, J. C., HARVEY, L. A., GUZINSKI, G. M., & STOLLEY, P. D. (2000) · Obstetrics and Gynecology · doi:10.1016/s0029-7844(99)00544-x · Cited by 205
Giving means receiving: the protective effect of social capital on binge drinking on college campuses
Weitzman, E. R., & Kawachi, I. I. (2000) · American Journal of Public Health · doi:10.2105/ajph.90.12.1936 · Cited by 204
Life events, psychopathology, and suicidal behavior in Chinese adolescents
Liu, X., & Tein, J. (2005) · Journal of Affective Disorders · doi:10.1016/j.jad.2005.01.016 · Cited by 200
Shared predators and indirect trophic interactions: lemming cycles and arctic‐nesting geese
Bêty, J., Gauthier, G., Korpimäki, E., & Giroux, J. (2002) · Journal of Animal Ecology · doi:10.1046/j.0021-8790.2001.00581.x · Cited by 189
Determinants of International Migration Flows to and from Industrialized Countries: A Panel Data Approach beyond Gravity
Kim, K., & Cohen, J. E. (2010) · International Migration Review · doi:10.1111/j.1747-7379.2010.00830.x · Cited by 185
Primary Care–Based Buprenorphine Taper vs Maintenance Therapy for Prescription Opioid Dependence
Fiellin, D. A., Schottenfeld, R. S., Cutter, C. J., Moore, B. A., Barry, D. T., & O’Connor, P. G. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.5302 · Cited by 183
Role Enhancement or Role Strain: Assessing the Impact of Multiple Productive Roles on Older Caregiver Well-Being
Rozario, P. A., Morrow-Howell, N., & Hinterlong, J. E. (2004) · Research on Aging · doi:10.1177/0164027504264437 · Cited by 174
Individual variation in timing of migration: causes and reproductive consequences in greater snow geese (Anser caerulescens atlanticus)
B�ty, J., Giroux, J., & Gauthier, G. (2004) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-004-0840-3 · Cited by 169
The efficacy of a network intervention to reduce HIV risk behaviors among drug users and risk partners in Chiang Mai, Thailand and Philadelphia, USA
Latkin, C. A., Donnell, D. J., Metzger, D. S., Sherman, S. G., Aramrattna, A., Davis-Vogel, A., Quan, V. M., Gandham, S., Vongchak, T., Perdue, T., et al. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.11.019 · Cited by 163
Suicidality and correlates among rural adolescents of China
Liu, X., Tein, J., Zhao, Z., & Sandler, I. N. (2005) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2004.08.027 · Cited by 161
Perceptions of Racial Discrimination and the Risk of Preterm Birth
Rosenberg, L. A., Palmer, J. R., Wise, L. A., Horton, N. J., & Corwin, M. J. (2002) · Epidemiology · doi:10.1097/00001648-200211000-00008 · Cited by 157
Self-citation
Effect of Glucose Variability on the Long-Term Risk of Microvascular Complications in Type 1 Diabetes
Kilpatrick, E. S., Rigby, A. S., & Atkin, S. L. (2009) · Diabetes Care · doi:10.2337/dc09-0109 · Cited by 144
Neuropsychological Functioning in Adolescent Children of Mothers with a History of Bipolar or Major Depressive Disorders
Klimes‐Dougan, B., Ronsaville, D. S., Wiggs, E. A., & Martinez, P. E. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.03.031 · Cited by 150
Women’s Status and Economic Globalization
Richards, D. L., & Gelleny, R. D. (2007) · International Studies Quarterly · doi:10.1111/j.1468-2478.2007.00480.x · Cited by 136
What Resources Are Needed for Volunteerism? A Life Course Perspective
Tang, F. (2006) · Journal of Applied Gerontology · doi:10.1177/0733464806292858 · Cited by 136
Breastfeeding Reduces Childhood Obesity Risks
Wang, L., Collins, C., Ratliff, M., Xie, B., & Wang, Y. (2017) · Childhood Obesity · doi:10.1089/chi.2016.0210 · Cited by 134
Not all social capital is good capital
Moore, S., Daniel, M., Gauvin, L. I., & Dubé, L. (2009) · Health & Place · doi:10.1016/j.healthplace.2009.05.005 · Cited by 132
Effect of Blood Pressure and Diabetes Mellitus on Cognitive and Physical Functions in Older Adults: A Longitudinal Analysis of the Advanced Cognitive Training for Independent and Vital Elderly Cohort
Kuo, H., Jones, R. N., Milberg, W., Tennstedt, S. L., Talbot, L. A., Morris, J. N., & Lipsitz, L. A. (2005) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2005.53368.x · Cited by 129
Sleep Habits and Insomnia in a Sample of Elderly Persons in China
Liu, X., & Liu, L. (2005) · SLEEP · doi:10.1093/sleep/28.12.1579 · Cited by 128
Decentralization can help reduce deforestation when user groups engage with local government
Wright, G. D., Andersson, K. P., Gibson, C. C., & Evans, T. P. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1610650114 · Cited by 142
Predictors of the quality of health worker treatment practices for uncomplicated malaria at government health facilities in Kenya
Zurovac, D. (2004) · International Journal of Epidemiology · doi:10.1093/ije/dyh253 · Cited by 126
Plant based insect repellent and insecticide treated bed nets to protect against malaria in areas of early evening biting vectors: double blind randomised placebo controlled clinical trial in the Bolivian Amazon
Hill, N., Lenglet, A., Arnez, A. M., & Carneiro, I. A. (2007) · BMJ · doi:10.1136/bmj.39356.574641.55 · Cited by 124
Psychosocial morbidity associated with patterns of family functioning in palliative care: baseline data from the Family Focused Grief Therapy controlled trial
Kissane, D. W., McKenzie, M., McKenzie, D. P., Forbes, A. B., O'Neill, I., & Bloch, S. (2003) · Palliative Medicine · doi:10.1191/0269216303pm808oa · Cited by 124
Peer relationships and suicide ideation and attempts among Chinese adolescents
Cui, S., Cheng, Y., Xu, Z., Chen, D., & Wang, Y. (2010) · Child Care Health and Development · doi:10.1111/j.1365-2214.2010.01181.x · Cited by 136
BEHAVIOR OF AMPHIBIANS ON THE ROAD IN RESPONSE TO CAR TRAFFIC
Mazerolle, M. J., Huot, M., & Gravel, M. (2005) · Herpetologica · doi:10.1655/04-79.1 · Cited by 119
Longitudinal beta regression models for analyzing health-related quality of life scores over time
Hünger, M., Döring, A., & Holle, R. (2012) · BMC Medical Research Methodology · doi:10.1186/1471-2288-12-144 · Cited by 117
Risk factors for neuropsychiatric symptoms in dementia: the Cache County Study
Steinberg, M., Corcoran, C. M., Tschanz, J. T., Huber, C., Welsh-Bohmer, K. A., Norton, M. C., Zandi, P. P., Breitner, J. C. S., Steffens, D. C., & Lyketsos, C. G. (2006) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.1567 · Cited by 117
Landscape resistance to frog movements
Mazerolle, M. J., & Desrochers, A. (2005) · Canadian Journal of Zoology · doi:10.1139/z05-032 · Cited by 113
The impact of human rights INGO activities on economic sanctions
Murdie, A. M., & Peksen, D. (2012) · The Review of International Organizations · doi:10.1007/s11558-012-9146-9 · Cited by 113
Malaria case-management under artemether-lumefantrine treatment policy in Uganda
Zurovac, D., Tibenderana, J., Nankabirwa, J., Ssekitooleko, J., Njogu, J. N., Rwakimari, J. B., Meek, S. R., Talisuna, A. O., & Snow, R. W. (2008) · Malaria Journal · doi:10.1186/1475-2875-7-181 · Cited by 107
Sex matters: a social context to boldness in guppies (Poecilia reticulata)
Piyapong, C., Krause, J., Chapman, B. B., Ramnarine, I. W., Louca, V., & Croft, D. P. (2009) · Behavioral Ecology · doi:10.1093/beheco/arp142 · Cited by 98
Protective factors relating to decreased risks of adolescent suicidal behaviour
Cheng, Y., Tao, M.-X., Riley, L., Kann, L. K., Ye, L., Tian, X., Tian, B., Hu, J. H., & Chen, D. (2009) · Child Care Health and Development · doi:10.1111/j.1365-2214.2009.00955.x · Cited by 97
A Meta‐Analysis of Campaign Contributions' Impact on Roll Call Voting*
Roscoe, D. D., & Jenkins, S. (2005) · Social Science Quarterly · doi:10.1111/j.0038-4941.2005.00290.x · Cited by 96
Effect of local restaurant smoking regulations on progression to established smoking among youths
Siegel, M., Albers, A. B., Cheng, D. M., Biener, L., & Rigotti, N. A. (2005) · Tobacco Control · doi:10.1136/tc.2005.012302 · Cited by 96
Regression analysis of multiple source and multiple informant data from complex survey samples
Horton, N. J., & Fitzmaurice, G. M. (2004) · Statistics in Medicine · doi:10.1002/sim.1879 · Cited by 95
Self-citation
Why do older adult volunteers stop volunteering?
Tang, F., Morrow-Howell, N. L., & Choi, E. (2010) · Ageing and Society · doi:10.1017/s0144686x10000140 · Cited by 95
Changes in Effectiveness of Cigarette Health Warnings Over Time in Canada and the United States, 2002–2011
Hitchman, S. C., Driezen, P., Logel, C. R., Hammond, D. G., & Fong, G. T. (2013) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntt196 · Cited by 94
Fast and frequent: Investigating box office revenues of motion picture sequels
Basuroy, S., & Chatterjee, S. (2007) · Journal of Business Research · doi:10.1016/j.jbusres.2007.07.030 · Cited by 94
The Relationship Between Gun Ownership and Stranger and Nonstranger Firearm Homicide Rates in the United States, 1981–2010
Siegel, M., Negussie, Y., Vanture, S., Pleskunas, J., Ross, C. S., & King, C. (2014) · American Journal of Public Health · doi:10.2105/ajph.2014.302042 · Cited by 91
Roger Mann Award 2008: Sagittal Plane Motion of the Hindfoot Following Ankle Arthrodesis: A Prospective Analysis
Sealey, R. J., Myerson, M. S., Molloy, A., Gamba, C. E., Jeng, C. L., & Kalesan, B. (2009) · Foot & Ankle International · doi:10.3113/fai.2009.0187 · Cited by 90
Religion and Problem Gambling in the U.S.
Hoffmann, J. P. (2000) · Review of Religious Research · doi:10.2307/3512317 · Cited by 89
Analyzing family data: A GEE approach for substance use researchers
Homish, G. G., Edwards, E. P., Eiden, R. D., & Leonard, K. E. (2010) · Addictive Behaviors · doi:10.1016/j.addbeh.2010.01.002 · Cited by 88
The Role of Blood Pressure Variability in the Development of Nephropathy in Type 1 Diabetes
Kilpatrick, E. S., Rigby, A. S., & Atkin, S. L. (2010) · Diabetes Care · doi:10.2337/dc10-1000 · Cited by 86
Extra-pair paternity in the monogamous alpine marmot (Marmota marmota): the roles of social setting and female mate choice
Cohas, A., Yoccoz, N. G., Silva, A. D., Goossens, B., & Allainé, D. (2005) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-005-0086-8 · Cited by 84
Theory & Methods: Modelling Correlated Zero‐inflated Count Data
Dobbie, M. J., & Welsh, A. H. (2001) · Australian & New Zealand Journal of Statistics · doi:10.1111/1467-842x.00191 · Cited by 83
Regression Models for Clustered Binary Responses: Implications of Ignoring the Intracluster Correlation in an Analysis of Perinatal Mortality in Twin Gestations
Ananth, C. V., Platt, R. W., & Savitz, D. A. (2005) · Annals of Epidemiology · doi:10.1016/j.annepidem.2004.08.007 · Cited by 81
Treatment of paediatric malaria during a period of drug transition to artemether-lumefantrine in Zambia: cross sectional study
Zurovac, D., Ndhlovu, M., Rowe, A. K., Hamer, D. H., Thea, D. M., & Snow, R. W. (2005) · BMJ · doi:10.1136/bmj.331.7519.734 · Cited by 81
Incorrect analysis of crossover trials in animal behaviour research
Díaz‐Uriarte, R. (2002) · Animal Behaviour · doi:10.1006/anbe.2001.1950 · Cited by 80
Relation Between Neighborhood Median Housing Value and Hypertension Risk Among Black Women in the United States
Cozier, Y. C., Palmer, J. R., Horton, N. J., Fredman, L., Wise, L. A., & Rosenberg, L. A. (2007) · American Journal of Public Health · doi:10.2105/ajph.2005.074740 · Cited by 80
Self-citation
Hypospadias in Sons of Women Exposed to Diethylstilbestrol In Utero
Palmer, J. R., Wise, L. A., Robboy, S. J., Titus-Ernstoff, L. T., Noller, K. L., Herbst, A. L., Troisi, R. J., & Hoover, R. N. (2005) · Epidemiology · doi:10.1097/01.ede.0000164789.59728.6d · Cited by 79
Left Ventricle to Right Ventricle Size Discrepancy in the Fetus: The Presence of Critical Congenital Heart Disease Can Be Reliably Predicted
Quartermain, M. D., Cohen, M. S., Dominguez, T. E., Tian, Z., Donaghue, D. D., & Rychik, J. R. (2009) · Journal of the American Society of Echocardiography · doi:10.1016/j.echo.2009.08.008 · Cited by 79
Variable Selection for Marginal Longitudinal Generalized Linear Models
Cantoni, E., Flemming, J. M., & Ronchetti, E. M. (2005) · Biometrics · doi:10.1111/j.1541-0420.2005.00331.x · Cited by 79
Translation of artemether–lumefantrine treatment policy into paediatric clinical practice: an early experience from Kenya*
Zurovac, D., Njogu, J. N., Akhwale, W. S., Hamer, D. H., & Snow, R. W. (2008) · Tropical Medicine & International Health · doi:10.1111/j.1365-3156.2007.01980.x · Cited by 78
IMPLEmenting a clinical practice guideline for acute low back pain evidence-based manageMENT in general practice (IMPLEMENT): Cluster randomised controlled trial study protocol
McKenzie, J. E., French, S. D., O'Connor, D. A., Grimshaw, J. M., Mortimer, D., Michie, S., Francis, J., Spike, N., Schattner, P., Kent, P. M., et al. (2008) · Implementation Science · doi:10.1186/1748-5908-3-11 · Cited by 77
Generalized Estimating Equations
Darnell, R. E. (2012) · Encyclopedia of Environmetrics · doi:10.1002/9780470057339.vag007m.pub2 · Cited by 75
Comparing technology-related teacher professional development designs: a multilevel study of teacher and student impacts
Walker, A. E., Recker, M. M., Ye, L., Robertshaw, M. B., Sellers, L., & Leary, H. (2012) · Educational Technology Research and Development · doi:10.1007/s11423-012-9243-8 · Cited by 74
Education, Genetic Ancestry, and Blood Pressure in African Americans and Whites
Non, A. L., Gravlee, C. C., & Mulligan, C. J. (2012) · American Journal of Public Health · doi:10.2105/ajph.2011.300448 · Cited by 73
Partnerships for the design, conduct, and analysis of effectiveness, and implementation research: Experiences of the Prevention Science and Methodology Group
Brown, C. H., Kellam, S. G., Kaupert, S., Muthén, B. O., Wang, W., Muthén, L. K., Chamberlain, P., PoVey, C. L., Cady, R., Valente, T. W., et al. (2012) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-011-0387-3 · Cited by 68
Nutrient Intakes and Food Consumption Patterns Among Ontario Students in Grades Six, Seven, and Eight
Hanning, R. M., Woodruff, S. J., Lambraki, I. A., Jessup, L., Driezen, P., & Murphy, C. (2007) · Canadian Journal of Public Health · doi:10.1007/bf03405377 · Cited by 71
Measures of strategic alliance performance, classified and assessed
Christoffersen, J., Plenborg, T., & Robson, M. J. (2013) · International Business Review · doi:10.1016/j.ibusrev.2013.07.001 · Cited by 71
Effects of working conditions on intravenous medication errors in a Japanese hospital
Seki, Y., & Yamazaki, Y. (2006) · Journal of Nursing Management · doi:10.1111/j.1365-2934.2006.00597.x · Cited by 71
Relation between local restaurant smoking regulations and attitudes towards the prevalence and social acceptability of smoking: a study of youths and adults who eat out predominantly at restaurants in their town
Albers, A. B., Siegel, M., Cheng, D. M., Biener, L., & Rigotti, N. A. (2004) · Tobacco Control · doi:10.1136/tc.2003.007336 · Cited by 71
Prevalence of shiga-toxigenic Escherichia coli O157:H7 in adult dairy cattle
Dunn, J. R., Keen, J. E., & Thompson, R. A. (2004) · Journal of the American Veterinary Medical Association · doi:10.2460/javma.2004.224.1151 · Cited by 70
Analyzing Cross-Sectionally Clustered Data Using Generalized Estimating Equations
Huang, F. L. (2021) · Journal of Educational and Behavioral Statistics · doi:10.3102/10769986211017480 · Cited by 67
Role of Fish as Predators of Mosquito Larvae on the Floodplain of the Gambia River
Louca, V., Lucas, M. C., Green, C. K., Majambere, S., Fillinger, U., & Lindsay, S. W. (2009) · Journal of Medical Entomology · doi:10.1603/033.046.0320 · Cited by 68
Sublethal predators and their injured prey: linking aquatic predators and severe limb abnormalities in amphibians
Bowerman, J., Johnson, P. T. J., & Bowerman, T. E. (2010) · Ecology · doi:10.1890/08-1687.1 · Cited by 67
Plasma antioxidant status in septic critically ill patients: a decrease over time
Doise, J., Aho, S., Quenot, J., Guilland, J.-C., Zeller, M., Vergely, C., Aube, H., Blettery, B., & Rochette, L. (2008) · Fundamental and Clinical Pharmacology · doi:10.1111/j.1472-8206.2008.00573.x · Cited by 67
ADDING INFECTION TO INJURY: SYNERGISTIC EFFECTS OF PREDATION AND PARASITISM ON AMPHIBIAN MALFORMATIONS
Johnson, P. T. J., Preu, E. R., Sutherland, D. R., Romansic, J. M., Han, B. A., & Blaustein, A. R. (2006) · Ecology · doi:10.1890/0012-9658(2006)87[2227:aitise]2.0.co;2 · Cited by 66
Disability in two health care systems: Access, quality, satisfaction, and physician contacts among working-age Canadians and Americans with disabilities
Gulley, S. P., & Altman, B. M. (2008) · Disability and health journal · doi:10.1016/j.dhjo.2008.07.006 · Cited by 64
Can a powerful CEO avoid involuntary replacement?—An empirical study from China
Li-li, P., & Lowe, J. F. (2009) · Asia Pacific Journal of Management · doi:10.1007/s10490-009-9178-8 · Cited by 64
Age-Associated Aggravation of Clinical Disease after Primary Metapneumovirus Infection of BALB/c Mice
Darniot, M., Pitoiset, C., Petrella, T., Aho, S., Pothier, P., & Manoha, C. (2009) · Journal of Virology · doi:10.1128/jvi.02198-08 · Cited by 63
Suicidality in Chinese adolescents in Hong Kong: the role of family and cultural influences
Chan, W. S. C., Law, C. K., Liu, K., Wong, P. W. C., Law, Y. W., & Yip, P. S. F. (2008) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-008-0434-x · Cited by 63

Authors: Horton, N. J., & Lipsitz, S. R.
Affiliations: Harvard University (US)
ORCID: Horton, Nicholas J.
Lipsitz, Stuart R.
Venue: The American Statistician
Publisher: Informa UK Limited
Published: 1999-05
Volume: 53
Issue: 2
Pages: 160-169
ISSN: 0003-1305 (ISSN-L)
1537-2731
DOI: 10.1080/00031305.1999.10474451
OpenAlex: W1979231358
Cited by: 387
References: 24
Citations by year: 2026: 3 · 2025: 10 · 2024: 3 · 2023: 7 · 2022: 5 · 2021: 11 · 2020: 6 · 2019: 11 · 2018: 11 · 2017: 9 · 2016: 17 · 2015: 10 · 2014: 18 · 2013: 12 · 2012: 24
FWCI: 11.06
Type: journal article
Language: en
Open access: closed
Locations: The American Statistician (publishedVersion)
Topics: Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Spatial and Panel Data Analysis
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
Keywords: generalized estimating equations, software implementation, statistical software comparison, SAS, Stata, S-PLUS, longitudinal data, clustered data, correlated observations, generalized linear models, discrete outcomes, user interface, statistical accuracy

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

Review of Software to Fit Generalized Estimating Equation Regression Models

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks