Package: spfda 0.9.2
spfda: Function-on-Scalar Regression with Group-Bridge Penalty
Implements a group-bridge penalized function-on-scalar regression model proposed by Wang et al. (2023) <doi:10.1111/biom.13684>, to simultaneously estimate functional coefficient and recover the local sparsity.
Authors:
spfda_0.9.2.tar.gz
spfda_0.9.2.zip(r-4.7)spfda_0.9.2.zip(r-4.6)spfda_0.9.2.zip(r-4.5)
spfda_0.9.2.tgz(r-4.6-any)spfda_0.9.2.tgz(r-4.5-any)
spfda_0.9.2.tar.gz(r-4.7-any)spfda_0.9.2.tar.gz(r-4.6-any)
spfda_0.9.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
spfda/json (API)
NEWS
| # Install 'spfda' in R: |
| install.packages('spfda', repos = c('https://dipterix.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dipterix/spfda/issues
Pkgdown/docs site:https://dipterix.org
function-on-scalar-regressionregularization-methodssparse
Last updated from:06afa3a9ea. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 100 | ||
| source / vignettes | OK | 211 | ||
| linux-release-x86_64 | OK | 121 | ||
| macos-release-arm64 | OK | 103 | ||
| macos-oldrel-arm64 | OK | 80 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 67 | ||
| windows-oldrel | OK | 58 | ||
| wasm-release | OK | 92 |
Exports:fosr_vsspfdaspfda_simulatespfda_weight
Dependencies:mathjaxr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Ported function from ''refund'' package | fosr_vs |
| Sparse Function-on-scalar Regression with Group Bridge Penalty | spfda |
| Generates toy example data | spfda_simulate |
| Calculates weight matrices | spfda_weight |
