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  • Search: subject:"marginalized model"
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likelihood 1 longitudinal binary data 1 marginalized model 1 misspecification 1 nonignorable missing data 1
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Heagerty, Patrick 1 Kurland, Brenda 1
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Berkeley Electronic Press 1
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UW Biostatistics Working Paper Series 1
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Marginalized Transition Models for Longitudinal Binary Data With Ignorable and Nonignorable Dropout
Kurland, Brenda; Heagerty, Patrick - Berkeley Electronic Press - 2004
We extend the marginalized transition model of Heagerty (2002) to accommodate nonignorable monotone dropout. Using a selection model, weakly identified dropout parameters are held constant and their effects evaluated through sensitivity analysis. For data missing at random (MAR), efficiency of...
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