Mixed Effects Modeling with Warping for Functional Data Using B-Spline

Mixed effects modeling with warping for functional data using B- spline. Warping coefficients are considered as random effects, and warping functions are general functions, parameters representing the projection onto B- spline basis of a part of the warping functions. Warped data are modelled by a linear mixed effect functional model, the noise is Gaussian and independent from the warping functions.


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install.packages("warpMix")

0.1.0 by Emilie Devijver, 2 years ago


Browse source code at https://github.com/cran/warpMix


Authors: Emilie Devijver , Gerda Claeskens , Irene Gijbels


Documentation:   PDF Manual  


Task views: Functional Data Analysis


GPL (>= 3) license


Imports fda, fields, MASS, reshape2, nlme, lme4


See at CRAN