Package: spfda 0.9.1.9000
spfda: Function-on-Scalar Regression with Group-Bridge Penalty
Implements a group-bridge penalized function-on-scalar regression model proposed by Wang et al. (2020) <arxiv:2006.10163>, to simultaneously estimate functional coefficient and recover the local sparsity.
Authors:
spfda_0.9.1.9000.tar.gz
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spfda.pdf |spfda.html✨
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 site:https://dipterix.org
function-on-scalar-regressionregularization-methodssparse
Last updated 3 years agofrom:56649eee17. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 24 2024 |
| R-4.5-win | OK | Dec 24 2024 |
| R-4.5-linux | OK | Dec 24 2024 |
| R-4.4-win | OK | Dec 24 2024 |
| R-4.4-mac | OK | Dec 24 2024 |
| R-4.3-win | OK | Dec 24 2024 |
| R-4.3-mac | OK | Dec 24 2024 |
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 |
