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Monotone missing data and pattern‐mixture models

G. Molenberghs, B. Michiels, M. G. Kenward and P. J. Diggle

Statistica Neerlandica, 1998, vol. 52, issue 2, 153-161

Abstract: It is shown that the classical taxonomy of missing data models, namely missing completely at random, missing at random and informative missingness, which has been developed almost exclusively within a selection modelling framework, can also be applied to pattern‐mixture models. In particular, intuitively appealing identifying restrictions are proposed for a pattern‐mixture MAR mechanism.

Date: 1998
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