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| Tekijä: | Diggle, P. Kenward, M. |
| Otsikko: | Informative drop-out in longitudinal data analysis |
| Lehti: | Applied Statistics
1994 : VOL. 43:1, p. 49-94 |
| Asiasana: | MEASUREMENT DATA ANALYSIS MODELS |
| Kieli: | eng |
| Tiivistelmä: | A model is proposed for continuous longitudinal data with non-ignorable or informative drop-out (ID). The model combines a multivariate linear model for the underlying response with a logistic regression model for the drop-out process. The latter incorporates dependence of the probability of drop-out on unobserved, or missing, observations. Parameters in the model are estimated by using maximum likelihood method (ML) and inferences drawn through conventional likelihood procedures. |
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