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Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

Researchers are sometimes interested in predicting a distal or external outcome (such as smoking cessation at follow-up) from the trajectory of an intensively recorded longitudinal variable (such as urge to smoke). This can be done in a semiparametric way via scalar-on-function regression. However,...

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Bibliografische gegevens
Gepubliceerd in:Stat Surv
Hoofdauteurs: Dziak, John J., Coffman, Donna L., Reimherr, Matthew, Petrovich, Justin, Li, Runze, Shiffman, Saul, Shiyko, Mariya P.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2019
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6863606/
https://ncbi.nlm.nih.gov/pubmed/31745402
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/19-SS126
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