Using Elastic Net Penalized Cox Proportional Hazards Regression to Identify Predictors of Imminent Smoking Lapse

INTRODUCTION: Machine learning algorithms such as elastic net regression and backward selection provide a unique and powerful approach to model building given a set of psychosocial predictors of smoking lapse measured repeatedly via ecological momentary assessment (EMA). Understanding these predicto...

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Vydáno v:Nicotine Tob Res
Hlavní autoři: Suchting, Robert, Hébert, Emily T, Ma, Ping, Kendzor, Darla E, Businelle, Michael S
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2017
Témata:
Original Investigations
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7962780/
https://ncbi.nlm.nih.gov/pubmed/29059349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/ntr/ntx201
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