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Volumn 51, Issue 1, 2009, Pages 5-18

A note on the use of unbiased estimating equations to estimate correlation in analysis of longitudinal trials

Author keywords

Generalized Estimating Equations; Longitudinal Data; Markov Correlation Structure; Pseudolikelihood; Quasi least Squares; Wang Carey Estimation

Indexed keywords

CORRELATION STRUCTURE; ESTIMATING EQUATIONS; FIRST ORDER AUTOREGRESSIVE; GENERALIZED ESTIMATING EQUATIONS; LEAST SQUARE; LONGITUDINAL DATA; MARKOV CORRELATION STRUCTURE; PSEUDO-LIKELIHOOD; QUASI-LEAST SQUARE; WANG-CAREY ESTIMATION;

EID: 60849095096     PISSN: 03233847     EISSN: 15214036     Source Type: Journal    
DOI: 10.1002/bimj.200710493     Document Type: Article
Times cited : (11)

References (22)
  • 3
    • 0031591886 scopus 로고    scopus 로고
    • An alternative approach to the analysis of longitudinal data via generalized estimating equations
    • Chaganty, N. R. (1997). An alternative approach to the analysis of longitudinal data via generalized estimating equations. Journal of Statistical Planning and Inference 63, 39-54.
    • (1997) Journal of Statistical Planning and Inference , vol.63 , pp. 39-54
    • Chaganty, N.R.1
  • 4
    • 0005356997 scopus 로고    scopus 로고
    • On eliminating the asymptotic bias in the quasi-least squares estimate of the correlation parameter
    • Chaganty, N. R. and Shults, J. (1999). On eliminating the asymptotic bias in the quasi-least squares estimate of the correlation parameter. Journal of Statistical Planning and Inference 76, 127-144.
    • (1999) Journal of Statistical Planning and Inference , vol.76 , pp. 127-144
    • Chaganty, N.R.1    Shults, J.2
  • 8
    • 84952511998 scopus 로고
    • A method for generating high-dimensional multivariate binary variables
    • Emrich, L. J. and Piedmonte, M. R. (1991). A method for generating high-dimensional multivariate binary variables. American Statistician 45, 302-304.
    • (1991) American Statistician , vol.45 , pp. 302-304
    • Emrich, L.J.1    Piedmonte, M.R.2
  • 9
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang, K.-Y. and Zeger, S. L. (1986). Longitudinal data analysis using generalized linear models. Biometrika 73, 13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 10
    • 37949019086 scopus 로고    scopus 로고
    • Prediction in growth curve models under Markov covariance structure
    • Naik. D. and Prabhala. S. (2002). Prediction in growth curve models under Markov covariance structure. Journal of Applied Statistical Science 11, 245-254.
    • (2002) Journal of Applied Statistical Science , vol.11 , pp. 245-254
    • Naik, D.1    Prabhala, S.2
  • 11
    • 0024266392 scopus 로고    scopus 로고
    • Correlated binary regression with covariates specific to each binary observation
    • Prentice, R. L. (1998). Correlated binary regression with covariates specific to each binary observation. Biometrics 44, 1033-1048.
    • (1998) Biometrics , vol.44 , pp. 1033-1048
    • Prentice, R.L.1
  • 12
    • 46749145356 scopus 로고    scopus 로고
    • GEEQBOX: A MATLAB toolbox for implementation of quasi-least squares and generalized estimating equations
    • Ratcliffe, S. and Shults, J. (2008). GEEQBOX: A MATLAB toolbox for implementation of quasi-least squares and generalized estimating equations. Journal of Statisical Software 25(14), 1-14.
    • (2008) Journal of Statisical Software , vol.25 , Issue.14 , pp. 1-14
    • Ratcliffe, S.1    Shults, J.2
  • 14
    • 0032430236 scopus 로고    scopus 로고
    • Analysis of serially correlated data using quasi-least squares
    • Shults. J. and Chaganty. N. R. (1998). Analysis of serially correlated data using quasi-least squares. Biometrics 54, 1622-1630.
    • (1998) Biometrics , vol.54 , pp. 1622-1630
    • Shults, J.1    Chaganty, N.R.2
  • 15
    • 36849009693 scopus 로고    scopus 로고
    • Improved generalized estimating equation analysis via xtqls for implementation of quasi-least squares in Stata
    • Shults, J., Ratcliffe, S., and Leonard, M. (2007). Improved generalized estimating equation analysis via xtqls for implementation of quasi-least squares in Stata. Statu Journal 7, 147-166.
    • (2007) Statu Journal , vol.7 , pp. 147-166
    • Shults, J.1    Ratcliffe, S.2    Leonard, M.3
  • 16
    • 21144474417 scopus 로고
    • Generation of Poisson and gamma random vectors with given marginals and covariance matrix
    • Sim, C. H. (1993). Generation of Poisson and gamma random vectors with given marginals and covariance matrix. Journal of Statistical Computation and Simulation 47, 1-10.
    • (1993) Journal of Statistical Computation and Simulation , vol.47 , pp. 1-10
    • Sim, C.H.1
  • 17
    • 0033920222 scopus 로고    scopus 로고
    • On the accuracy of efficiency of estimating equation approach
    • Sutradhar, B. C. and Das, K. (2000). On the accuracy of efficiency of estimating equation approach. Biometrics 56, 622-625.
    • (2000) Biometrics , vol.56 , pp. 622-625
    • Sutradhar, B.C.1    Das, K.2
  • 19
    • 3843096981 scopus 로고    scopus 로고
    • Working correlation misspecification, estimation and covariate design: Implications for generalized estimating equation performance
    • Wang, Y. G. and Carey, V. J. (2003). Working correlation misspecification, estimation and covariate design: implications for generalized estimating equation performance. Biometrika 90, 29-41.
    • (2003) Biometrika , vol.90 , pp. 29-41
    • Wang, Y.G.1    Carey, V.J.2
  • 20
    • 4944249199 scopus 로고    scopus 로고
    • Unbiased estimating equations from working correlation models for irregularly timed repeated measures
    • Wang, Y. G. and Carey, V. J. (2004). Unbiased estimating equations from working correlation models for irregularly timed repeated measures. Journal of the American Statistical Association 99, 845-852.
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 845-852
    • Wang, Y.G.1    Carey, V.J.2
  • 21
    • 9744251273 scopus 로고    scopus 로고
    • Effects of variance function misspecification in analysis of longitudinal data
    • Wang. Y. G. and Lin, X. (2005). Effects of variance function misspecification in analysis of longitudinal data. Biometrics 61, 413-421.
    • (2005) Biometrics , vol.61 , pp. 413-421
    • Wang, Y.G.1    Lin, X.2
  • 22
    • 85153281366 scopus 로고    scopus 로고
    • Implementation of quasi-least squares with the R package qlspack
    • in press
    • Xie. J. and Shults, J. (2008). Implementation of quasi-least squares with the R package qlspack. Journal of Stati-sical Software, in press.
    • (2008) Journal of Stati-sical Software
    • Xie, J.1    Shults, J.2


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