Package: warpMix 0.1.0
Emilie Devijver
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.
Authors:
warpMix_0.1.0.tar.gz
warpMix_0.1.0.tar.gz(r-4.7-any)warpMix_0.1.0.tar.gz(r-4.6-any)
warpMix_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
warpMix/json (API)
| # Install 'warpMix' in R: |
| install.packages('warpMix', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:156fe1cb94. Checks:2 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 157 | ||
| source / vignettes | OK | 190 | ||
| linux-release-x86_64 | NOTE | 157 | ||
| wasm-release | OK | 116 |
Exports:warpMixwarpTimeFunction
Dependencies:ashbitopsbootcliclustercolorspacecpp11deSolvedotCall64farverfdafdsfieldsFNNggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelme4locfitmagrittrmapsMASSMatrixmclustmgcvminqamulticoolmvtnormnlmenloptrpcaPPplyrpracmaR6rainbowrbibutilsRColorBrewerRcppRcppEigenRCurlRdpackreformulasreshape2rlangS7scalesspamstringistringrvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute the empirical L_2 distance related to the warping function. | criterion |
| Estimate the warping parameters. | estimationTheta |
| Initialize the functional parameters (associated to the aligned curves). | initialisationPara |
| Initialize the warping parameters. | initialisationTheta |
| Update the functional parameters (associated to the aligned curves). | majPara |
| Predict the warping parameters. | predictionTheta |
| Estimate the non linear mixed effect functional model. | warpMix |
| Compute the warped time points | warpTimeFunction |