Selection models for repeated measurements with non-random dropout: An illustration of sensitivity

Statistics in Medicine

Volumn 17, Issue 23, 1998, Pages 2723-2732

  Kenward, Michael G ^a  

^a UNIVERSITY OF KENT   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; DATA ANALYSIS; MASTITIS; NONHUMAN; STATISTICAL ANALYSIS;

ANIMALS; CATTLE; DAIRYING; FEMALE; MASTITIS, BOVINE; MODELS, STATISTICAL; SENSITIVITY AND SPECIFICITY;

EID: 0032534724     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-0258(19981215)17:23<2723::AID-SIM38>3.0.CO;2-5     Document Type: Article

References (9)

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3. Diggle, P. J. and Kenward, M. G. 'Informative dropout in longitudinal data analysis (with discussion)', Applied Statistics, 43, 49-94 (1994).
4. Rubin, D. B. 'Inference and missing data', Biometrika, 63, 581-592 (1976).
5. Little, R. J. A. and Rubin, D. B. Statistical Analysis with Missing Data, Wiley, New York, 1987.
6. Heckman, J. J. '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).
7. Molenberghs, G., Michiels, B., Kenward, M. G. and Diggle, P. J. 'Missing data mechanisms and patter-mixture models', Statistica Nederlandica, to appear, (1997).
8. Greenlees, W. S., Reece, J. S. and Ziexhang, K. D. 'Imputation of missing values when the probability of nonresponse depends on the variable being imputed', Journal of the American Statistical Association, 77, 251-256 (1982).
9. Dempster, A. P., Laird, N. M. and Rubin, D. B. 'Maximum likelihood from incomplete data via the EM algorithm (with Discussion)', Journal of the Royal Statistical Society, Series B, 39, 1-38 (1977).