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-4.5)multifamm_0.1.1.zip(r-4.4)multifamm_0.1.1.zip(r-4.3)
multifamm_0.1.1.tgz(r-4.4-any)multifamm_0.1.1.tgz(r-4.3-any)
multifamm_0.1.1.tar.gz(r-4.5-noble)multifamm_0.1.1.tar.gz(r-4.4-noble)
multifamm_0.1.1.tgz(r-4.4-emscripten)multifamm_0.1.1.tgz(r-4.3-emscripten)
multifamm.pdf |multifamm.html✨
multifamm/json (API)
NEWS
| # 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 3 years agofrom:1fe2c7df42. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 05 2024 |
| R-4.5-win | OK | Nov 05 2024 |
| R-4.5-linux | OK | Nov 05 2024 |
| R-4.4-win | OK | Nov 05 2024 |
| R-4.4-mac | OK | Nov 05 2024 |
| R-4.3-win | OK | Nov 05 2024 |
| R-4.3-mac | OK | Nov 05 2024 |
Exports:multiFAMM
Dependencies:abindashbitopsbootcliclustercodetoolscolorspacedata.tabledeSolvedotCall64fansifarverfdafdsfieldsFNNforeachfunDatagamm4ggplot2gluegrpreggtablehdrcdeirlbaisobanditeratorskernlabKernSmoothkslabelinglatticelifecyclelme4locfitmagicmagrittrmapsMASSMatrixmclustMFPCAmgcvminqamulticoolmunsellmvtnormnlmenloptrpbspcaPPpillarpkgconfigplyrpracmaR6rainbowRColorBrewerRcppRcppEigenRCurlrefundrlangRLRsimscalesspamsparseFLMMtibbleutf8vctrsviridisLitewithrzoo
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 |
