warpMix: 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.

Version: 0.1.0
Depends: R (≥ 3.3.2)
Imports: fda (≥ 2.4.4), fields (≥ 8.4-1), MASS (≥ 7.3-44), reshape2 (≥ 1.4.2), nlme (≥ 3.1-128), lme4 (≥ 1.1-12)
Published: 2017-02-15
DOI: 10.32614/CRAN.package.warpMix
Author: Emilie Devijver, Gerda Claeskens, Irene Gijbels
Maintainer: Emilie Devijver <emilie.devijver at kuleuven.be>
License: GPL (≥ 3)
NeedsCompilation: no
In views: FunctionalData
CRAN checks: warpMix results


Reference manual: warpMix.pdf


Package source: warpMix_0.1.0.tar.gz
Windows binaries: r-devel: warpMix_0.1.0.zip, r-release: warpMix_0.1.0.zip, r-oldrel: warpMix_0.1.0.zip
macOS binaries: r-release (arm64): warpMix_0.1.0.tgz, r-oldrel (arm64): warpMix_0.1.0.tgz, r-release (x86_64): warpMix_0.1.0.tgz, r-oldrel (x86_64): warpMix_0.1.0.tgz


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