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SENSITIVITY ANALYSIS OF INFORMATIVELY COARSENED DATA USING PATTERN MIXTURE MODELS

We use the framework of coarsened data to motivate performing sensitivity analysis in the presence of incomplete data. To perform the sensitivity analysis, we specify pattern-mixture models to allow departures from the assumption of coarsening at random, a generalization of missing at random and ind...

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Main Authors: Shardell, Michelle, El-Kamary, Samer S.
格式: Artigo
語言:Inglês
出版: 2009
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3727411/
https://ncbi.nlm.nih.gov/pubmed/20183462
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10543400903242779
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