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Volumn 5, Issue 1, 2011, Pages 449-467

A generalized linear mixed model for longitudinal binary data with a marginal logit link function

Author keywords

Correlated binary data; Multivariate normal distribution; Probability integral transformation

Indexed keywords


EID: 84870264276     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/10-AOAS390     Document Type: Article
Times cited : (43)

References (30)
  • 1
    • 0036712328 scopus 로고    scopus 로고
    • A latent autoregressive model for longitudinal binary data subject to informative missingness
    • Albert, P. S., Follmann, D. A., Wang, S. A. and Suh, E. B. (2002). A latent autoregressive model for longitudinal binary data subject to informative missingness. Biometrics 58 631-642.
    • (2002) Biometrics , vol.58 , pp. 631-642
    • Albert, P.S.1    Follmann, D.A.2    Wang, S.A.3    Suh, E.B.4
  • 2
    • 0002881703 scopus 로고
    • A representation of the joint distribution of responses to n dichotomous items
    • In, (H. Solomon, ed.). Stanford Mathematical Studies in the Social Sciences VI Stanford Univ. Press
    • Bahadur, R. R. (1961). A representation of the joint distribution of responses to n dichotomous items. In Studies in Item Analysis and Prediction (H. Solomon, ed.). Stanford Mathematical Studies in the Social Sciences VI 158-168. Stanford Univ. Press.
    • (1961) Studies in Item Analysis and Prediction , pp. 158-168
    • Bahadur, R.R.1
  • 3
    • 34247853298 scopus 로고    scopus 로고
    • Flexible random intercept models for binary outcomes using mixtures of normals
    • Caffo, B., An, M.-W. and Rohde, C. (2007). Flexible random intercept models for binary outcomes using mixtures of normals. Comput. Statist. Data Anal. 51 5220-5235.
    • (2007) Comput. Statist. Data Anal , vol.51 , pp. 5220-5235
    • Caffo, B.1    An, M.-W.2    Rohde, C.3
  • 4
    • 33744535742 scopus 로고    scopus 로고
    • A user-friendly introduction to link-probit-normal models
    • Caffo, B. and Griswold, M. (2006). A user-friendly introduction to link-probit-normal models. Amer. Statist. 60 139-145.
    • (2006) Amer. Statist , vol.60 , pp. 139-145
    • Caffo, B.1    Griswold, M.2
  • 7
    • 0029061272 scopus 로고
    • A caveat concerning independence estimating equations with multivariate binary data
    • Fitzmaurice, G. M. (1995). A caveat concerning independence estimating equations with multivariate binary data. Biometrics 51 309-317.
    • (1995) Biometrics , vol.51 , pp. 309-317
    • Fitzmaurice, G.M.1
  • 8
    • 84972541974 scopus 로고
    • Regression models for discrete longitudinal responses (with discussion)
    • Fitzmaurice, G. M., Laird, N. M. and Rotnitzky, A. G. (1993). Regression models for discrete longitudinal responses (with discussion). Statist. Sci. 8 248-309.
    • (1993) Statist. Sci , vol.8 , pp. 248-309
    • Fitzmaurice, G.M.1    Laird, N.M.2    Rotnitzky, A.G.3
  • 9
    • 0032887209 scopus 로고    scopus 로고
    • Marginally specified logistic-normal models for longitudinal binary data
    • Heagerty, P. J. (1999). Marginally specified logistic-normal models for longitudinal binary data. Biometrics 55 688-698.
    • (1999) Biometrics , vol.55 , pp. 688-698
    • Heagerty, P.J.1
  • 10
    • 0001780119 scopus 로고    scopus 로고
    • Marginalized multilevel models and likelihood inference (with comments and a rejoinder by the authors)
    • Heagerty, P. J. and Zeger, S. L. (2000). Marginalized multilevel models and likelihood inference (with comments and a rejoinder by the authors). Statist. Sci. 15 1-26.
    • (2000) Statist. Sci , vol.15 , pp. 1-26
    • Heagerty, P.J.1    Zeger, S.L.2
  • 15
    • 0023716933 scopus 로고
    • Missing data in longitudinal studies
    • Laird, N. M. (1988). Missing data in longitudinal studies. Stat. Med. 7 305-315.
    • (1988) Stat. Med , vol.7 , pp. 305-315
    • Laird, N.M.1
  • 16
    • 14544302160 scopus 로고    scopus 로고
    • Conditional and marginal models: Another review
    • Lee, Y. and Nelder, J. A. (2004). Conditional and marginal models: Another review. Statist. Sci. 19 219-228.
    • (2004) Statist. Sci , vol.19 , pp. 219-228
    • Lee, Y.1    Nelder, J.A.2
  • 17
    • 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
  • 21
    • 3343019611 scopus 로고
    • Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association
    • Lipsitz, S. R., Laird, N. M. and Harrington, D. P. (1991). Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association. Biometrika 78 153-160.
    • (1991) Biometrika , vol.78 , pp. 153-160
    • Lipsitz, S.R.1    Laird, N.M.2    Harrington, D.P.3
  • 23
    • 84950441064 scopus 로고
    • Marginal modelling of correlated ordinal data using a multivariate Plackett distribution
    • Molenberghs, G. and Lesaffre, E. (1994). Marginal modelling of correlated ordinal data using a multivariate Plackett distribution. J. Amer. Statist. Assoc. 89 633-644.
    • (1994) J. Amer. Statist. Assoc , vol.89 , pp. 633-644
    • Molenberghs, G.1    Lesaffre, E.2
  • 25
    • 0002512643 scopus 로고
    • A comparison of cluster-specific and population-averaged approaches for analyzing correlated binary data
    • Neuhaus, J. M., Kalbfleisch, J. D. and Hauck, W. W. (1991). A comparison of cluster-specific and population-averaged approaches for analyzing correlated binary data. Int. Statist. Rev. 59 25-35.
    • (1991) Int. Statist. Rev , vol.59 , pp. 25-35
    • Neuhaus, J.M.1    Kalbfleisch, J.D.2    Hauck, W.W.3
  • 26
    • 84946045727 scopus 로고
    • Approximations to the log-likelihood function in the nonlinear mixed-effects model
    • Pinheiro, J. C. and Bates, D. M. (1995). Approximations to the log-likelihood function in the nonlinear mixed-effects model. J. Comput. Graph. Statist. 4 12-35.
    • (1995) J. Comput. Graph. Statist , vol.4 , pp. 12-35
    • Pinheiro, J.C.1    Bates, D.M.2
  • 27
    • 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
  • 28
    • 3843067509 scopus 로고    scopus 로고
    • Matching conditional and marginal shapes in binary mixed-effects models using a bridge distribution function
    • Wang, Z. and Louis, T. A. (2003). Matching conditional and marginal shapes in binary mixed-effects models using a bridge distribution function. Biometrika 90 765-775.
    • (2003) Biometrika , vol.90 , pp. 765-775
    • Wang, Z.1    Louis, T.A.2
  • 29
    • 10944236044 scopus 로고    scopus 로고
    • Marginalized binary mixed-effects with covariate-dependent random effects and likelihood inference
    • Wang, Z. and Louis, T. A. (2004). Marginalized binary mixed-effects with covariate-dependent random effects and likelihood inference. Biometrics 60 884-891.
    • (2004) Biometrics , vol.60 , pp. 884-891
    • Wang, Z.1    Louis, T.A.2
  • 30
    • 12244310929 scopus 로고
    • Correlated binary regression using a quadratic exponential model
    • Zhao, L. P. and Prentice, R. L. (1990). Correlated binary regression using a quadratic exponential model. Biometrika 77 642-648.
    • (1990) Biometrika , vol.77 , pp. 642-648
    • Zhao, L.P.1    Prentice, R.L.2


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