Package: slasso 1.0.0.9000
Fabio Centofanti
slasso: S-LASSO Estimator for the Function-on-Function Linear Regression
Implements the smooth LASSO estimator for the function-on-function linear regression model described in Centofanti et al. (2020) <arxiv:2007.00529>.
Authors:
slasso_1.0.0.9000.tar.gz
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slasso_1.0.0.9000.tgz(r-4.4-x86_64)slasso_1.0.0.9000.tgz(r-4.4-arm64)slasso_1.0.0.9000.tgz(r-4.3-x86_64)slasso_1.0.0.9000.tgz(r-4.3-arm64)
slasso_1.0.0.9000.tar.gz(r-4.5-noble)slasso_1.0.0.9000.tar.gz(r-4.4-noble)
slasso.pdf |slasso.html✨
slasso/json (API)
NEWS
| # Install 'slasso' in R: |
| install.packages('slasso', repos = c('https://unina-sfere.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/unina-sfere/slasso/issues
Last updated 3 years agofrom:981b1aa4d8. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 02 2024 |
| R-4.5-win-x86_64 | NOTE | Nov 02 2024 |
| R-4.5-linux-x86_64 | NOTE | Nov 02 2024 |
| R-4.4-win-x86_64 | NOTE | Nov 02 2024 |
| R-4.4-mac-x86_64 | NOTE | Nov 02 2024 |
| R-4.4-mac-aarch64 | NOTE | Nov 02 2024 |
| R-4.3-win-x86_64 | NOTE | Nov 02 2024 |
| R-4.3-mac-x86_64 | NOTE | Nov 02 2024 |
| R-4.3-mac-aarch64 | NOTE | Nov 02 2024 |
Exports:simulate_dataslasso.frslasso.fr_cv
Dependencies:ashbitopscliclustercodetoolscolorspacecxxfunplusdeSolvedoParallelfansifarverfdafda.uscfdsFNNforeachggplot2gluegtablehdrcdeinlineisobanditeratorskernlabKernSmoothkskSampleslabelinglatticelifecyclelocfitmagrittrMASSMatrixmatrixcalcmatrixStatsmclustmgcvmisc3dmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigplot3DpracmaR6rainbowRColorBrewerRcppRcppArmadilloRCurlrlangscalesSuppDiststibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Smooth LASSO Estimator for the Function-on-Function Linear Regression Model | slasso-package slasso |
| Plot the results of the S-LASSO method | plot.slasso plot.slasso_cv |
| Simulate data through the function-on-function linear regression model | simulate_data |
| Smooth LASSO estimator for the function-on-function linear regression model | slasso.fr |
| Cross-validation for the S-LASSO estimator | slasso.fr_cv |
