Package: SIRthresholded 1.0.2
SIRthresholded: Sliced Inverse Regression with Thresholding
Implements a thresholded version of the Sliced Inverse Regression method, which allows to do variable selection.
Authors:
SIRthresholded_1.0.2.tar.gz
SIRthresholded_1.0.2.zip(r-4.5)SIRthresholded_1.0.2.zip(r-4.4)SIRthresholded_1.0.2.zip(r-4.3)
SIRthresholded_1.0.2.tgz(r-4.4-any)SIRthresholded_1.0.2.tgz(r-4.3-any)
SIRthresholded_1.0.2.tar.gz(r-4.5-noble)SIRthresholded_1.0.2.tar.gz(r-4.4-noble)
SIRthresholded_1.0.2.tgz(r-4.4-emscripten)SIRthresholded_1.0.2.tgz(r-4.3-emscripten)
SIRthresholded.pdf |SIRthresholded.html✨
SIRthresholded/json (API)
| # Install 'SIRthresholded' in R: |
| install.packages('SIRthresholded', repos = c('https://clement-w.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/clement-w/sirthresholded/issues
dimensionality-reductioninverse-regressionstatistical-learningvariable-selection
Last updated 2 months agofrom:c88b001778. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 22 2024 |
| R-4.5-win | OK | Nov 22 2024 |
| R-4.5-linux | OK | Nov 22 2024 |
| R-4.4-win | OK | Nov 22 2024 |
| R-4.4-mac | OK | Nov 22 2024 |
| R-4.3-win | OK | Nov 22 2024 |
| R-4.3-mac | OK | Nov 22 2024 |
Exports:SIRSIR_bootstrapSIR_thresholdSIR_threshold_bootstrapSIR_threshold_opt
Dependencies:latticesandwichstrucchangezoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Graphical output of SIR | plot.SIR |
| Graphical output of SIR_bootstrap | plot.SIR_bootstrap |
| Graphical output of SIR_threshold | plot.SIR_threshold |
| Graphical output of SIR_threshold_bootstrap | plot.SIR_threshold_bootstrap |
| Graphical output of SIR_threshold_opt | plot.SIR_threshold_opt |
| Classic SIR | SIR |
| Bootstrap SIR | SIR_bootstrap |
| SIR threshold | SIR_threshold |
| SIR optimally thresholded on bootstraped replications | SIR_threshold_bootstrap |
| SIR optimally thresholded | SIR_threshold_opt |
