Estimating the joint distribution of repeated binary responses: Some small sample results

Computational Statistics and Data Analysis

Volumn 23, Issue 2, 1996, Pages 219-227

  Lipsitz, Stuart R ^a,b   Fitzmaurice, Garrett M ^a   Sleeper, Lynn ^a   Zhao, L P ^c  

^a HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

^b DANA FARBER CANCER INSTITUTE   (United States)

^c UNIVERSITY OF HAWAII CANCER CENTER   (United States)

Author keywords

Bahadur representation; Correlated binary data; Marginal model; Simulation

Indexed keywords

CORRELATION METHODS; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; PARAMETER ESTIMATION; PROBABILITY;

BAHADUR MODEL; CORRELATED BINARY DATA; MARGINAL MODEL;

DATA REDUCTION;

BAHADUR MODEL; BINARY DATA; JOINT DISTRIBUTION;

EID: 0030389780     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(96)00031-X     Document Type: Article

References (8)

1. Bahadur, R.R., A representation of the joint distribution of responses to n dichotomous items, in: H. Solomon (Ed.), Studies in Item Analysis and Prediction, Stanford Mathematical Studies in the Social Sciences VI (Stanford University Press, Stanford, 1961) 158-168.
2. Cox, D.R., The analysis of multivariate binary data, Appl. Statist., 21 (1972) 113-120.
3. Liang, K.Y. and S.L. Zeger, Longitudinal data analysis using generalized linear models, Biometrika, 73 (1986) 13-22.
4. Lipsitz, S.R., G. M. Fitzmaurice, L. Sleeper and L.P. Zhao, Estimation methods for the joint distribution of repeated binary observations, Biometrics (1995) 562-570.
5. Lipsitz, S.R., N.M. Laird and D.P. Harrington, Maximum likelihood regression methods for paired binary data, Statist. Med., 9 (1990) 1517-1525.
6. Ware, J.H. and V. DeGruttola, Multivariate linear models for longitudinal data: A bootstrap study of the GLS estimator, in: P.K. Sen (Ed.) Biostatistics: Statistics in Biomedical, Public Health and Environmental Sciences (Elsevier, New York, 1985) 421-434.
7. Ware, J.H., D.W. Dockery, A. Spiro, III, F.E. Speizer and B.G. Ferris, Jr., Passive smoking, gas cooking, and respiratory health of children living in six cities, Amer. Rev. Respiratory Diseases, 129 (1984) 366-374.
8. Zeger, S.L. and K.Y. Liang, Longitudinal data analysis for discrete and continuous outcomes, Biometrics, 42 (1986) 121-130.