Analysis Using Smoothing Via Penalized Splines as Implemented in LME() in R

Spline smoothers as implemented in common mixed model software provide a familiar framework for estimating semi-parametric and non-parametric models. Following a review of literature on splines and mixed models, details for implementing mixed model splines are presented. The examples use an experime...

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Bibliographic Details
Main Author: Howell, John R.
Format: Others
Published: BYU ScholarsArchive 2007
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/1069
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=2068&context=etd