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Longitudinal Functional Models with Structured Penalties

This article addresses estimation in regression models for longitudinally-collected functional covariates (time-varying predictor curves) with a longitudinal scaler outcome. The framework consists of estimating a time-varying coefficient function that is modeled as a linear combination of time-invar...

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Bibliografiske detaljer
Udgivet i:Stat Modelling
Main Authors: Kundu, Madan G., Harezlak, Jaroslaw, Randolph, Timothy W.
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5354471/
https://ncbi.nlm.nih.gov/pubmed/28316508
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1471082X15626291
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