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A Three-step Estimation Procedure Using Local Polynomial Smoothing for Inconsistently Sampled Longitudinal Data

Parametric mixed-effects models are useful in longitudinal data analysis when the sampling frequencies of a response variable and the associated covariates are the same. We propose a three-step estimation procedure using local polynomial smoothing and demonstrate with data where the variables to be...

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Bibliografische gegevens
Gepubliceerd in:Stat Med
Hoofdauteurs: Ye, Lei, Youk, Ada O., Sereika, Susan M., Anderson, Stewart J., Burke, Lora E.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2016
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4961582/
https://ncbi.nlm.nih.gov/pubmed/27122363
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6978
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