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Penalized generalized estimating equations for relative risk regression with applications to brain lesion data

2021-11-03

Abstract excerpt

Motivated by a brain lesion application, we introduce penalized generalized estimating equations for relative risk regression for modelling correlated binary data. Brain lesions can have varying incidence across the brain and result in both rare and high incidence outcomes. As a result, odds ratios estimated from generalized estimating equations with logistic regression structures are not necessarily directly inte...

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Literature Corpus work
8172da70-2910-5144-a019-7158edad2d18
DOI
10.1101/2021.11.01.466751
Open publication

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Penalized generalized estimating equations for relative risk regression with applications to brain lesion dataDOI 10.1101/2021.11.01.466751
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