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Volumn 2, Issue 1, 1997, Pages 64-78

Application of Random-Effects Pattern-Mixture Models for Missing Data in Longitudinal Studies

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EID: 0002105479     PISSN: 1082989X     EISSN: None     Source Type: Journal    
DOI: 10.1037/1082-989X.2.1.64     Document Type: Article
Times cited : (763)

References (56)
  • 1
    • 84936025682 scopus 로고
    • Estimation of linear models with incomplete data
    • Allison, P. D. (1987). Estimation of linear models with incomplete data. Sociology Methodology, 1987, 71-103.
    • (1987) Sociology Methodology , vol.1987 , pp. 71-103
    • Allison, P.D.1
  • 2
    • 0001809319 scopus 로고
    • The discrete Bayesian
    • H. Wainer & S. Messick (Eds.) Hillsdale, NJ: Erlbaum
    • Bock, R. D. (1983a). The discrete Bayesian. In H. Wainer & S. Messick (Eds.), Modern advances in psychometric research (pp. 103-115). Hillsdale, NJ: Erlbaum.
    • (1983) Modern Advances in Psychometric Research , pp. 103-115
    • Bock, R.D.1
  • 3
    • 0002236369 scopus 로고
    • Within-subject experimentation in psychiatric research
    • R. D. Gibbons & M. W. Dysken (Eds.) New York: Spectrum
    • Bock, R. D. (1983b). Within-subject experimentation in psychiatric research. In R. D. Gibbons & M. W. Dysken (Eds.), Statistical and methodological advances in psychiatric research (pp. 59-90). New York: Spectrum.
    • (1983) Statistical and Methodological Advances in Psychiatric Research , pp. 59-90
    • Bock, R.D.1
  • 4
    • 0002807578 scopus 로고
    • Measurement of human variation: A two stage model
    • R. D. Bock (Ed.) New York: Academic Press
    • Bock, R. D. (1989). Measurement of human variation: A two stage model. In R. D. Bock (Ed.), Multilevel analysis of educational data (pp. 319-342). New York: Academic Press.
    • (1989) Multilevel Analysis of Educational Data , pp. 319-342
    • Bock, R.D.1
  • 5
    • 0000611256 scopus 로고
    • Application of hierarchical linear models to assessing change
    • Bryk, A. S., & Raudenbush, S. W. (1987). Application of hierarchical linear models to assessing change. Psychological Bulletin, 101, 147-158.
    • (1987) Psychological Bulletin , vol.101 , pp. 147-158
    • Bryk, A.S.1    Raudenbush, S.W.2
  • 8
    • 0000948372 scopus 로고
    • Analyzing multi-level data in the presence of heterogeneous within-class regressions
    • Burstein, L., Linn, R. L., & Capell, I. (1978). Analyzing multi-level data in the presence of heterogeneous within-class regressions. Journal of Educational Statistics, 4, 347-389.
    • (1978) Journal of Educational Statistics , vol.4 , pp. 347-389
    • Burstein, L.1    Linn, R.L.2    Capell, I.3
  • 11
    • 0002573757 scopus 로고
    • Analysis of repeated categorical measurements with conditional likelihood methods
    • Conaway, M. R. (1989). Analysis of repeated categorical measurements with conditional likelihood methods. Journal of the American Statistical Association, 84, 53-61.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 53-61
    • Conaway, M.R.1
  • 13
    • 0028102409 scopus 로고
    • Stratification of summary statistics tests according to missing data patterns
    • Dawson, J. D. (1994). Stratification of summary statistics tests according to missing data patterns. Statistics in Medicine, 13, 1853-1863.
    • (1994) Statistics in Medicine , vol.13 , pp. 1853-1863
    • Dawson, J.D.1
  • 14
    • 0027724068 scopus 로고
    • Size and power of two-sample tests of repeated measures data
    • Dawson, J. D., & Lagakos, S. W. (1993). Size and power of two-sample tests of repeated measures data. Biometrics, 49, 1022-1032.
    • (1993) Biometrics , vol.49 , pp. 1022-1032
    • Dawson, J.D.1    Lagakos, S.W.2
  • 15
    • 0002428888 scopus 로고
    • Random coefficient models for multilevel analysis
    • de Leeuw, J., & Kreft, I. (1986). Random coefficient models for multilevel analysis. Journal of Educational Statistics, 11, 57-85.
    • (1986) Journal of Educational Statistics , vol.11 , pp. 57-85
    • De Leeuw, J.1    Kreft, I.2
  • 17
    • 4243828610 scopus 로고
    • Informative dropout in longitudinal data analysis
    • Diggle, P., & Kenward, M. G. (1994). Informative dropout in longitudinal data analysis (with discussion). Applied Statistics, 43, 49-94.
    • (1994) Applied Statistics , vol.43 , pp. 49-94
    • Diggle, P.1    Kenward, M.G.2
  • 19
    • 0025758684 scopus 로고
    • A random effects model for ordinal responses from a crossover trial
    • Ezzet, F., & Whitehead, J. (1991). A random effects model for ordinal responses from a crossover trial. Statistics in Medicine, 10, 901-907.
    • (1991) Statistics in Medicine , vol.10 , pp. 901-907
    • Ezzet, F.1    Whitehead, J.2
  • 20
    • 0001054192 scopus 로고
    • Trend in correlated proportions
    • Gibbons, R. D., & Bock, R. D. (1987). Trend in correlated proportions. Psychometrika, 52, 113-124.
    • (1987) Psychometrika , vol.52 , pp. 113-124
    • Gibbons, R.D.1    Bock, R.D.2
  • 24
    • 0024241516 scopus 로고
    • Random regression models: A comprehensive approach to the analysis of longitudinal psychiatric data
    • Gibbons, R. D., Hedeker, D., Waternaux, C., & Davis, J. M. (1988). Random regression models: A comprehensive approach to the analysis of longitudinal psychiatric data. Psychopharmacology Bulletin, 24, 438-443.
    • (1988) Psychopharmacology Bulletin , vol.24 , pp. 438-443
    • Gibbons, R.D.1    Hedeker, D.2    Waternaux, C.3    Davis, J.M.4
  • 25
    • 0003129721 scopus 로고
    • Selection modeling versus mixture modeling with nonignorable nonresponse
    • H. Wainer (Ed.) New York: Springer-Verlag
    • Glynn, R. J., Laird, N. M., & Rubin, D. B. (1986). Selection modeling versus mixture modeling with nonignorable nonresponse. In H. Wainer (Ed.). Drawing inferences from self-selected samples (pp. 115-142). New York: Springer-Verlag.
    • (1986) Drawing Inferences from Self-selected Samples , pp. 115-142
    • Glynn, R.J.1    Laird, N.M.2    Rubin, D.B.3
  • 26
    • 70350471314 scopus 로고
    • Multilevel mixed linear model analysis using iterative generalised least squares
    • Goldstein, H. (1986). Multilevel mixed linear model analysis using iterative generalised least squares. Biometrika, 73, 43-56.
    • (1986) Biometrika , vol.73 , pp. 43-56
    • Goldstein, H.1
  • 27
    • 77956891017 scopus 로고
    • Nonlinear multilevel models, with an application to discrete response data
    • Goldstein, H. (1991). Nonlinear multilevel models, with an application to discrete response data. Biometrika, 78, 45-51.
    • (1991) Biometrika , vol.78 , pp. 45-51
    • Goldstein, H.1
  • 29
    • 0001766028 scopus 로고
    • The common structure of statistical models of truncation, sample selection, and limited dependent variables and a simple estimator for such models
    • Heckman, J. (1976). The common structure of statistical models of truncation, sample selection, and limited dependent variables and a simple estimator for such models. Annals of Economic and Social Measurement, 5, 475-492.
    • (1976) Annals of Economic and Social Measurement , vol.5 , pp. 475-492
    • Heckman, J.1
  • 30
    • 0028650772 scopus 로고
    • A random-effects ordinal regression model for multilevel data
    • Hedeker, D., & Gibbons, R. D. (1994). A random-effects ordinal regression model for multilevel data. Biometrics, 50, 933-944.
    • (1994) Biometrics , vol.50 , pp. 933-944
    • Hedeker, D.1    Gibbons, R.D.2
  • 31
    • 0030152366 scopus 로고    scopus 로고
    • MIXREG: A computer program for mixed-effects regression analysis with autocorrelated errors
    • Hedeker, D., & Gibbons, R. D. (1996). MIXREG: A computer program for mixed-effects regression analysis with autocorrelated errors. Computer Methods and Programs in Biomedicine, 49, 229-252.
    • (1996) Computer Methods and Programs in Biomedicine , vol.49 , pp. 229-252
    • Hedeker, D.1    Gibbons, R.D.2
  • 32
    • 0027090197 scopus 로고
    • Statistical handling of drop-outs in longitudinal clinical trials
    • Heyting, A., Tolboom, J. T. B. M., & Essers, J. G. A. (1992). Statistical handling of drop-outs in longitudinal clinical trials. Statistics in Medicine, 11, 2043-2061.
    • (1992) Statistics in Medicine , vol.11 , pp. 2043-2061
    • Heyting, A.1    Tolboom, J.T.B.M.2    Essers, J.G.A.3
  • 33
    • 0031032359 scopus 로고    scopus 로고
    • Mixture models for the joint distribution of repeated measures and event times
    • Hogan, J. W., & Laird, N. M. (1997). Mixture models for the joint distribution of repeated measures and event times. Statistics in Medicine 16, 239-258.
    • (1997) Statistics in Medicine , vol.16 , pp. 239-258
    • Hogan, J.W.1    Laird, N.M.2
  • 34
    • 0002076134 scopus 로고
    • On the statistical analysis of ordinal data when extravariation is present
    • Jansen, J. (1990). On the statistical analysis of ordinal data when extravariation is present. Applied Statistics, 39, 75-84.
    • (1990) Applied Statistics , vol.39 , pp. 75-84
    • Jansen, J.1
  • 35
    • 0022966316 scopus 로고
    • Unbalanced repeated-measures models with structured covariance matrices
    • Jennrich, R. I., & Schluchter, M. D. (1986). Unbalanced repeated-measures models with structured covariance matrices. Biometrics, 42, 805-820.
    • (1986) Biometrics , vol.42 , pp. 805-820
    • Jennrich, R.I.1    Schluchter, M.D.2
  • 36
    • 0001720173 scopus 로고    scopus 로고
    • Indicator and stratification methods for missing explanatory variables in multiple linear regression
    • Jones, M. P. (1996). Indicator and stratification methods for missing explanatory variables in multiple linear regression. Journal of the American Statistical Association, 91, 222-230.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 222-230
    • Jones, M.P.1
  • 37
    • 0023716933 scopus 로고
    • Missing data in longitudinal studies
    • Laird, N. M. (1988). Missing data in longitudinal studies. Statistics in Medicine, 7, 305-315.
    • (1988) Statistics in Medicine , vol.7 , pp. 305-315
    • Laird, N.M.1
  • 38
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird, N. M., & Ware, J. H. (1982). Random-effects models for longitudinal data. Biometrics, 38, 963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 39
    • 0027272128 scopus 로고
    • Reducing attention bias with an instrumental variable in a regression model: Results from a panel of rheumatoid arthritis patients
    • Leigh, J. P., Ward, M. M., & Fries, J. F. (1993). Reducing attention bias with an instrumental variable in a regression model: Results from a panel of rheumatoid arthritis patients. Statistics in Medicine, 12, 1005-1018.
    • (1993) Statistics in Medicine , vol.12 , pp. 1005-1018
    • Leigh, J.P.1    Ward, M.M.2    Fries, J.F.3
  • 40
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized estimating equations
    • Liang, K.-Y., & Zeger, S. L. (1986). Longitudinal data analysis using generalized estimating equations. Biometrika, 73, 13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 43
    • 77956890002 scopus 로고
    • A class of pattern-mixture models for normal incomplete data
    • Little, R. J. A. (1994). A class of pattern-mixture models for normal incomplete data. Biometrika, 81, 471-483.
    • (1994) Biometrika , vol.81 , pp. 471-483
    • Little, R.J.A.1
  • 44
    • 84950452119 scopus 로고
    • Modeling the drop-out mechanism in repeated-measures studies
    • Little, R. J. A. (1995). Modeling the drop-out mechanism in repeated-measures studies. Journal of the American Statistical Association, 90, 1112-1121.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 1112-1121
    • Little, R.J.A.1
  • 45
    • 0003852705 scopus 로고
    • VARCL - Interactive software for variance component analysis: Applications for survey data
    • Longford, N. T. (1986). VARCL - Interactive software for variance component analysis: Applications for survey data. Professional Statistician, 5, 28-32.
    • (1986) Professional Statistician , vol.5 , pp. 28-32
    • Longford, N.T.1
  • 46
    • 77956887650 scopus 로고
    • A fast scoring algorithm for maximum likelihood estimation in unbalanced mixed models with nested random effects
    • Longford, N. T. (1987). A fast scoring algorithm for maximum likelihood estimation in unbalanced mixed models with nested random effects. Biometrika, 74, 817-827.
    • (1987) Biometrika , vol.74 , pp. 817-827
    • Longford, N.T.1
  • 49
    • 70350088268 scopus 로고
    • Maximum-likelihood estimation in panel studies with attrition
    • Marini, M. M., Olsen, A. R., & Rubin, D. B. (1980). Maximum-likelihood estimation in panel studies with attrition. Sociology Methodology, 1980, 314-357.
    • (1980) Sociology Methodology , vol.1980 , pp. 314-357
    • Marini, M.M.1    Olsen, A.R.2    Rubin, D.B.3
  • 50
    • 0026497615 scopus 로고
    • Modeling incomplete longitudinal and cross-sectional data using latent growth structural models
    • McArdle, J. J., & Hamagami, F. (1992). Modeling incomplete longitudinal and cross-sectional data using latent growth structural models. Experimental Aging Research, 18, 145-166.
    • (1992) Experimental Aging Research , vol.18 , pp. 145-166
    • McArdle, J.J.1    Hamagami, F.2
  • 51
    • 0001010853 scopus 로고
    • On structural equation modeling with data that are not missing completely at random
    • Muthén, B., Kaplan, D., & Hollis, M. (1987). On structural equation modeling with data that are not missing completely at random. Psychometrika, 52, 431-462.
    • (1987) Psychometrika , vol.52 , pp. 431-462
    • Muthén, B.1    Kaplan, D.2    Hollis, M.3
  • 53
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin, D. B. (1976). Inference and missing data. Biometrika, 63, 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 55
    • 0021730579 scopus 로고
    • Random effects models for serial observations with binary response
    • Stiratelli, R., Laird, N. M., & Ware, J. H. (1984). Random effects models for serial observations with binary response. Biometrics, 40, 961-971.
    • (1984) Biometrics , vol.40 , pp. 961-971
    • Stiratelli, R.1    Laird, N.M.2    Ware, J.H.3
  • 56
    • 84925623234 scopus 로고
    • Tests of statistical hypotheses concerning several parameters when the number of observations is large
    • Wald, A. (1943). Tests of statistical hypotheses concerning several parameters when the number of observations is large. Transactions of the American Mathematical Society, 54, 426-482.
    • (1943) Transactions of the American Mathematical Society , vol.54 , pp. 426-482
    • Wald, A.1


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