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 |
| 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 |
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