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New variable selection methods for zero-inflated count data with applications to the substance abuse field

Zero-inflated count data are very common in health surveys. This study develops new variable selection methods for the zero-inflated Poisson regression model. Our simulations demonstrate the negative consequences which arise from the ignorance of zero-inflation. Among the competing methods, the one-...

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Detalhes bibliográficos
Main Authors: Buu, Anne, Johnson, Norman J., Li, Runze, Tan, Xianming
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3133860/
https://ncbi.nlm.nih.gov/pubmed/21563207
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4268
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