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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 |
| 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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