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Original Articles

Modeling association in longitudinal binary outcomes: A brief review

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Pages 196-200 | Received 02 May 2004, Accepted 01 Jul 2004, Published online: 19 Oct 2010

References

  • Beckett , AL , Brock , DG , Lemke , JH , Mendes De Leon , CF , Guralnik , JM , Fillenbaum , GG , Branch , LG , Wetle , TT and Evans , DA . 1996 . Analysis of change in self-reported physical functioning among older persons in four population studies . American Journal of Epidemiology , 143 : 766 – 778 .
  • Blazer , DG . 2003 . Depression in late life: Review and commentary . Journals of Gerontology Series A-Biological Sciences & Medical Sciences , 58 : 249 – 265 .
  • Brodaty , H , Luscombe , G , Peisah , C , Anstey , K and Andrews , G . 2001 . A 25-year longitudinal, comparison study of the outcome of depression . Psychological Medicine , 31 : 1347 – 1359 .
  • Carey , V , Zeger , SL and Diggle , P . 1993 . Modeling multivariate binary data with Alternating Logistic Regressions . Biometrika , 80 : 517 – 526 .
  • Clark CM Sheppard L Fillenbaum GG Galasko D Morris JC Koss E Mohs R Heymen A and the CERAD investigators 1999 Variability in annual Mini-Mental State score in patients with probable Alzheimer's disease: A clinical perspective of data from CERAD (Consortium to Establish a Registry for Alzheimer's Disease) Archives of Neurology 56 857 862
  • Cornoni-Huntley J Blazer DG Lafferty ME Everett DF Brock DB Farmer ME 1990 Established populations for epidemiologic studies of the elderly. Resource data book II National Institute on Aging, DHHS, NIH, NIH Publication No. 90-495
  • Diggle PJ Liang K-Y Zeger SL 1996 Analysis of longitudinal data Oxford Oxford University Press
  • Dufouil , C , Clayton , D , Brayne , C , Chi , LY , Dening , TR , Paykel , ES , O'Connor , DW , Ahmed , A , McGee , MA and Huppert , FA . 2000 . Population norms for the MMSE in the very old: Estimates based on longitudinal data. Mini-Mental State Examination . Neurology , 55 : 1609 – 1613 .
  • Fillenbaum , GG , Leiss , JK , Pieper , CF and Cohen , HJ . 1998 . Developing a summary measure of health status . Aging: Clinical and Experimental Research , 10 : 395 – 400 .
  • Fitzmaurice , GM and Laird , NM . 1993 . A likelihood based method for analysing longitudinal binary responses . Biometrika , 80 : 141 – 151 .
  • Greiner , PA , Snowdon , DA and Schmitt , FA . 1996 . The loss of independence in activities of daily living: The role of low normal cognitive function in elderly nuns . American Journal of Public Health , 86 : 62 – 66 .
  • Johnson KA Albert M 2003 Functional imaging In: R. C. Petersen (Ed.) Mild cognitive impairment. Aging to alzheimer's disease New York Oxford University Press
  • Katz , S and Akpom , CA . 1976 . A measure of primary sociobiological functions . Health Services , 6 : 493 – 508 .
  • Kuchibhatla , M and Fillenbaum , GG . 2003 . Comparison of methods for analyzing longitudinal binary outcomes: Cognitive status as an example . Aging and Mental Health , 7 : 462 – 468 .
  • Laird , NM . 1988 . Missing data in longitudinal studies . Statistics in Medicine , 7 : 305 – 315 .
  • Liang , K-Y and Zeger , SL . 1986 . Longitudinal data analysis using Generalized Linear Models . Biometrika , 73 : 13 – 22 .
  • Liang , K-Y , Zeger , SL and Quaqish , B . 1992 . Multivariate regression analyses for categorical data (with discussion) . Journal of Royal Statistical Society , 45 : 3 – 40 .
  • Little RJA Rubin DB 2002 Statistical analysis with missing data New York Wiley
  • Little , RJA . 1995 . Modeling dropout mechanism in repeated measures studies . Journal of American Statistical Association , 90 : 1112 – 1121 .
  • Lipsitz , SR , Laird , NM and Harrington , DP . 1991 . Generalized estimating equations for correlated binary data: Using the odds ratio as a measure of association . Biometrika , 78 : 153 – 160 .
  • Lipsitz , SR and Mollenberghs , GM . 1996 . Estimating equations for measures of association between repeated binary responses . Biometrics , 52 : 903 – 912 .
  • Neuhaus , JM , Kalbfleish , JD and Hauck , WW . 1991 . A comparison of cluster-specific and population-averaged approaches for analyzing correlated binary data . International Statistical Review , 59 : 25 – 36 .
  • Neuhaus , JM . 1992 . Statistical methods for longitudinal and clustered designs for binary response data . Statistical Methods in Medical Research , 1 : 249 – 273 .
  • Paterniti , S , Verdier-Taillefer , MH , Dufouil , C and Alperovitch , A . 2002 . Depressive symptoms and cognitive decline in elderly people. Longitudinal study . British Journal of Psychiatry , 181 : 406 – 410 .
  • Pendergast , JF , Gange , SJ , Newton , MA , Lindstrom , MJ , Palta , M and Fisher , MR . 1996 . A survey of methods for analyzing clustered binary response data . International Statistical Review , 64 : 89 – 118 .
  • Penninx , BWJH , Guralnik , JM , Ferrucci , L , Simonsick , EM , Deeg , DJH and Wallace , RB . 1998 . Depressive symptoms and physical decline in community-dwelling older persons . Journal of the American Medical Association , 279 : 1720 – 1726 .
  • Prentice , RL . 1998 . Correlated binary regression with covariates specific to each binary observation . Biometrics , 44 : 1033 – 1048 .
  • Schafer JL 2000 Analysis of incomplete multivariate data New York, Boca Raton Chapman Hall/CRC
  • Schafer JL 2001 Multiple Imputation with PAN In: L. M. Collins A. G. Sayer (Eds) New methods for the analysis of change (Chapter 12) Washington DC APA
  • Zhao , LP and Prentice , RL . 1990 . Correlated binary regression using a quadratic exponential model . Biometrika , 77 : 642 – 648 .

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