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Volumn 28, Issue 5, 2009, Pages 814-827

Using second-order generalized estimating equations to model heterogeneous intraclass correlation in cluster-randomized trials

Author keywords

Cluster randomizes trials; Correlates binary data; Generalized estimating equations; Group based interventions; Intraclass correlation

Indexed keywords

ARTICLE; BREAST CANCER; CANCER SCREENING; CLINICAL RESEARCH; CLINICAL TRIAL; CLUSTER ANALYSIS; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; CORRELATION ANALYSIS; CORRELATION COEFFICIENT; FEMALE; HUMAN; INTERVENTION STUDY; MAJOR CLINICAL STUDY; MAMMOGRAPHY; RANDOMIZED CONTROLLED TRIAL; SIMULATION; ALGORITHM; BREAST TUMOR; COMPUTER SIMULATION; EPIDEMIOLOGY; GROUP PROCESS; GROUP STRUCTURE; HEALTH EDUCATION; MASS SCREENING; STATISTICAL MODEL; STATISTICS;

EID: 64549086786     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.3518     Document Type: Article
Times cited : (28)

References (34)
  • 3
    • 18344381003 scopus 로고    scopus 로고
    • Design and analysis of clinical trials with clustering effects due to treatment
    • Roberts C, Roberts SA. Design and analysis of clinical trials with clustering effects due to treatment. Clinical Trials 2005; 2:152-162.
    • (2005) Clinical Trials , vol.2 , pp. 152-162
    • Roberts, C.1    Roberts, S.A.2
  • 4
    • 0034668135 scopus 로고    scopus 로고
    • Analysis of a cluster randomized trial with binary outcome data using a multi-level model
    • Omar RZ, Thompson SG. Analysis of a cluster randomized trial with binary outcome data using a multi-level model. Statistics in Medicine 2000; 19:2675-2688.
    • (2000) Statistics in Medicine , vol.19 , pp. 2675-2688
    • Omar, R.Z.1    Thompson, S.G.2
  • 5
    • 0035865954 scopus 로고    scopus 로고
    • Bayesian methods of analysis for cluster randomized trials with binary outcome data
    • Turner RM, Omar RZ, Thompson SG. Bayesian methods of analysis for cluster randomized trials with binary outcome data. Statistics in Medicine 2001; 20:453-472.
    • (2001) Statistics in Medicine , vol.20 , pp. 453-472
    • Turner, R.M.1    Omar, R.Z.2    Thompson, S.G.3
  • 8
    • 20444420892 scopus 로고    scopus 로고
    • A cognitive behavioral group approach to enhance adherence to hemodialysis fluid restrictions: A randomized controlled trial
    • Sharp J, Wild MR, Gumley AI, Deighan CJ. A cognitive behavioral group approach to enhance adherence to hemodialysis fluid restrictions: a randomized controlled trial. American Journal of Kidney Diseases 2005; 45:1046-1057.
    • (2005) American Journal of Kidney Diseases , vol.45 , pp. 1046-1057
    • Sharp, J.1    Wild, M.R.2    Gumley, A.I.3    Deighan, C.J.4
  • 9
    • 26644467893 scopus 로고    scopus 로고
    • A randomized trial assessing the five-day plan for smoking cessation
    • Romand R, Gourgou S, Sancho-Garnier H. A randomized trial assessing the five-day plan for smoking cessation. Addiction 2005; 100:1546-1554.
    • (2005) Addiction , vol.100 , pp. 1546-1554
    • Romand, R.1    Gourgou, S.2    Sancho-Garnier, H.3
  • 10
    • 13544256381 scopus 로고    scopus 로고
    • Group-based HIV risk reduction intervention for adolescent girls: Evidence of feasibility and efficacy
    • Morrison-Beedy D, Carey MP, Kowalski J, Tu X. Group-based HIV risk reduction intervention for adolescent girls: evidence of feasibility and efficacy. Research in Nursing and Health 2005; 28:3-15.
    • (2005) Research in Nursing and Health , vol.28 , pp. 3-15
    • Morrison-Beedy, D.1    Carey, M.P.2    Kowalski, J.3    Tu, X.4
  • 12
    • 0029061272 scopus 로고
    • A caveat concerning independence estimating equations with multivariate binary data
    • Fitzmaurice GM. A caveat concerning independence estimating equations with multivariate binary data. Biometrics 1995; 51:309-317.
    • (1995) Biometrics , vol.51 , pp. 309-317
    • Fitzmaurice, G.M.1
  • 13
    • 3843096981 scopus 로고    scopus 로고
    • Working correlation structure misspecification, estimation and covariate design: Implications for generalised estimating equations performance
    • Wang YG, Carey V. Working correlation structure misspecification, estimation and covariate design: implications for generalised estimating equations performance. Biometrika 2003; 90:29-41.
    • (2003) Biometrika , vol.90 , pp. 29-41
    • Wang, Y.G.1    Carey, V.2
  • 14
    • 33645780628 scopus 로고    scopus 로고
    • Modeling of covariance structure in generalised estimating equations for longitudinal data
    • Ye H, Pan J. Modeling of covariance structure in generalised estimating equations for longitudinal data. Biometrika 2006; 93:927-941.
    • (2006) Biometrika , vol.93 , pp. 927-941
    • Ye, H.1    Pan, J.2
  • 15
    • 0040163566 scopus 로고    scopus 로고
    • Some aspects of the design and analysis of cluster randomized trials
    • Donner A. Some aspects of the design and analysis of cluster randomized trials. Applied Statistics 1998; 47:95-113.
    • (1998) Applied Statistics , vol.47 , pp. 95-113
    • Donner, A.1
  • 16
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang KY, Zeger SL. Longitudinal data analysis using generalized linear models. Biometrika 1986; 73:13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 17
    • 0024266392 scopus 로고
    • Correlated binary regression with covariates specific to each binary observation
    • Prentice RL. Correlated binary regression with covariates specific to each binary observation. Biometrics 1988; 44:1033-1048.
    • (1988) Biometrics , vol.44 , pp. 1033-1048
    • Prentice, R.L.1
  • 19
    • 0026546524 scopus 로고
    • Parametric variance function estimation for nonnormal repeated measurement data
    • Paik MC. Parametric variance function estimation for nonnormal repeated measurement data. Biometrics 1992; 48:19-30.
    • (1992) Biometrics , vol.48 , pp. 19-30
    • Paik, M.C.1
  • 20
    • 0029089463 scopus 로고
    • A generalized estimating equations approach for spatially correlated binary data: Applications to the analysis of neuroimaging data
    • Albert PS, McShane LM. A generalized estimating equations approach for spatially correlated binary data: applications to the analysis of neuroimaging data. Biometrics 1995; 51:627-638.
    • (1995) Biometrics , vol.51 , pp. 627-638
    • Albert, P.S.1    McShane, L.M.2
  • 21
    • 33745966632 scopus 로고    scopus 로고
    • Structured correlation in models for clustered data
    • Chao EC. Structured correlation in models for clustered data. Statistics in Medicine 2006; 25:2450-2468.
    • (2006) Statistics in Medicine , vol.25 , pp. 2450-2468
    • Chao, E.C.1
  • 22
    • 0026010582 scopus 로고
    • Estimating equations for parameters in means and covariances of multivariate discrete and continuous responses
    • Prentice RL, Zhao LP. Estimating equations for parameters in means and covariances of multivariate discrete and continuous responses. Biometrics 1991; 47:825-839.
    • (1991) Biometrics , vol.47 , pp. 825-839
    • Prentice, R.L.1    Zhao, L.P.2
  • 23
    • 1542506097 scopus 로고    scopus 로고
    • Estimating equations for association structures
    • Yan J, Fine J. Estimating equations for association structures. Statistics in Medicine 2004; 23:859-874.
    • (2004) Statistics in Medicine , vol.23 , pp. 859-874
    • Yan, J.1    Fine, J.2
  • 27
    • 84952511998 scopus 로고
    • A method for generating high-dimensional multivariate binary variates
    • Emrich LJ, Piedmonte MR. A method for generating high-dimensional multivariate binary variates. American Statistician 1991; 45:302-304.
    • (1991) American Statistician , vol.45 , pp. 302-304
    • Emrich, L.J.1    Piedmonte, M.R.2
  • 29
    • 1942455909 scopus 로고    scopus 로고
    • Allowing for imprecision of the intraclass correlation coefficient in the design of cluster randomized trials
    • Turner RM, Prevost AT, Thompson SG. Allowing for imprecision of the intraclass correlation coefficient in the design of cluster randomized trials. Statistics in Medicine 2004; 23:1195-1214.
    • (2004) Statistics in Medicine , vol.23 , pp. 1195-1214
    • Turner, R.M.1    Prevost, A.T.2    Thompson, S.G.3
  • 30
    • 0029957026 scopus 로고    scopus 로고
    • Analysis of case-control family sampling design
    • Liang KY, Pulver AE. Analysis of case-control family sampling design. Genetic Epidemiology 1996; 13:253-270.
    • (1996) Genetic Epidemiology , vol.13 , pp. 253-270
    • Liang, K.Y.1    Pulver, A.E.2
  • 32
    • 0035102570 scopus 로고    scopus 로고
    • Akaike's information criterion in generalized estimating equations
    • Pan W. Akaike's information criterion in generalized estimating equations. Biometrics 2001; 57:120-125.
    • (2001) Biometrics , vol.57 , pp. 120-125
    • Pan, W.1
  • 33
    • 0034732874 scopus 로고    scopus 로고
    • Summarizing the goodness of fit of generalized linear models for longitudinal data
    • Zheng B. Summarizing the goodness of fit of generalized linear models for longitudinal data. Statistics in Medicine 2000; 19:1265-1275.
    • (2000) Statistics in Medicine , vol.19 , pp. 1265-1275
    • Zheng, B.1
  • 34
    • 0000429149 scopus 로고
    • Modelling multivariate binary data with alternating logistic regressions
    • Carey V, Zeger SL, Diggle P. Modelling multivariate binary data with alternating logistic regressions. Biometrika 1993; 80:517-526.
    • (1993) Biometrika , vol.80 , pp. 517-526
    • Carey, V.1    Zeger, S.L.2    Diggle, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.