Predicting stillbirth using LASSO with structured penalties

Using a structured fusion penalty in regression models containing only categorical explanatory variables yields patterns of indicator variables that are simpler and more easily interpretable than regressions produced using the more commonly-used LASSO and group LASSO penalties. We construct logistic...

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Bibliographic Details
Main Authors: Whitney, Emily, Phatak, Aloke, Pereira, Gavin
Other Authors: Meira-Machado, Luis
Format: Conference Paper
Published: 2019
Online Access:http://hdl.handle.net/20.500.11937/77769