Package: multifamm 0.1.1
multifamm: Multivariate Functional Additive Mixed Models
An implementation for multivariate functional additive mixed models (multiFAMM), see Volkmann et al. (2021, <arxiv:2103.06606>). It builds on developed methods for univariate sparse functional regression models and multivariate functional principal component analysis. This package contains the function to run a multiFAMM and some convenience functions useful when working with large models. An additional package on GitHub contains more convenience functions to reproduce the analyses of the corresponding paper (alexvolkmann/multifammPaper).
Authors:
multifamm_0.1.1.tar.gz
multifamm_0.1.1.zip(r-4.7-any)multifamm_0.1.1.zip(r-4.6-any)multifamm_0.1.1.zip(r-4.5-any)
multifamm_0.1.1.tgz(r-4.6-any)multifamm_0.1.1.tgz(r-4.5-any)
multifamm_0.1.1.tar.gz(r-4.7-any)multifamm_0.1.1.tar.gz(r-4.6-any)
multifamm_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
multifamm/json (API)
| # Install 'multifamm' in R: |
| install.packages('multifamm', repos = c('https://alexvolkmann.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alexvolkmann/multifamm/issues
- phonetic - Phonetic data
- phonetic_subset - Phonetic data
- snooker - Snooker data
Last updated from:1fe2c7df42. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 122 | ||
| source / vignettes | OK | 199 | ||
| linux-release | OK | 128 | ||
| macos-release | OK | 185 | ||
| macos-oldrel | OK | 174 | ||
| windows-devel | OK | 73 | ||
| windows-release | OK | 76 | ||
| windows-oldrel | OK | 117 | ||
| wasm-release | OK | 106 |
Exports:multiFAMM
Dependencies:abindashbitopsbootcliclustercodetoolscolorspacecpp11data.tabledeSolvedotCall64farverfdafdsfieldsFNNforeachfunDatagamm4ggplot2gluegrpreggtablehdrcdeirlbaisobanditeratorskernlabKernSmoothkslabelinglatticelifecyclelme4locfitmagicmapsMASSMatrixmclustMFPCAmgcvminqamulticoolmvtnormnlmenloptrpbspcaPPplyrpracmaR6rainbowrbibutilsRColorBrewerRcppRcppEigenRCurlRdpackreformulasrefundrlangRLRsimS7scalesspamsparseFLMMvctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract Model Components to be Compared | extract_components |
| Extract Model Components to be Compared from Univariate Model | extract_components_uni |
| Multivariate Functional Additive Mixed Model Regression | multiFAMM |
| Phonetic data | phonetic |
| Phonetic data (subset) | phonetic_subset |
| Snooker data | snooker |