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Multiple Imputation of Binary and Ordinal Data
James R. Carpenter (London School of Hygiene & Tropical Medicine), Michael G. Kenward (London School of Hygiene & Tropical Medicine)
DOI: 10.1002/9781119942283.ch4 (Mathematics)
License: not stated (all rights reserved)
Abstract: This chapter contains sections titled: Sequential imputation with monotone missingness pattern Joint modelling with the multivariate normal distribution Modelling binary data using latent normal variables General location model Full conditional specification Issues with over-fitting Pros and cons of the various approaches Software Discussion
Published on 18 Dec. 2012