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.


Reference manual

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0.1.0 by Emilie Devijver, 5 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