Package: robStepSplitReg 1.1.0
robStepSplitReg: Robust Stepwise Split Regularized Regression
Functions to perform robust stepwise split regularized regression. The approach first uses a robust stepwise algorithm to split the variables into the models of an ensemble. An adaptive robust regularized estimator is then applied to each subset of predictors in the models of an ensemble.
Authors:
robStepSplitReg_1.1.0.tar.gz
robStepSplitReg_1.1.0.zip(r-4.5)robStepSplitReg_1.1.0.zip(r-4.4)robStepSplitReg_1.1.0.zip(r-4.3)
robStepSplitReg_1.1.0.tgz(r-4.4-x86_64)robStepSplitReg_1.1.0.tgz(r-4.4-arm64)robStepSplitReg_1.1.0.tgz(r-4.3-x86_64)robStepSplitReg_1.1.0.tgz(r-4.3-arm64)
robStepSplitReg_1.1.0.tar.gz(r-4.5-noble)robStepSplitReg_1.1.0.tar.gz(r-4.4-noble)
robStepSplitReg_1.1.0.tgz(r-4.4-emscripten)robStepSplitReg_1.1.0.tgz(r-4.3-emscripten)
robStepSplitReg.pdf |robStepSplitReg.html✨
robStepSplitReg/json (API)
NEWS
| # Install 'robStepSplitReg' in R: |
| install.packages('robStepSplitReg', repos = c('https://anthonychristidis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/anthonychristidis/robstepsplitreg/issues
Last updated 3 months agofrom:f84fe5b009. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 01 2024 |
| R-4.5-win-x86_64 | OK | Nov 01 2024 |
| R-4.5-linux-x86_64 | OK | Nov 01 2024 |
| R-4.4-win-x86_64 | OK | Nov 01 2024 |
| R-4.4-mac-x86_64 | OK | Nov 01 2024 |
| R-4.4-mac-aarch64 | OK | Nov 01 2024 |
| R-4.3-win-x86_64 | OK | Nov 01 2024 |
| R-4.3-mac-x86_64 | OK | Nov 01 2024 |
| R-4.3-mac-aarch64 | OK | Nov 01 2024 |
Exports:robStepSplitReg
Dependencies:cellWiseclicodetoolscolorspaceDEoptimRfansifarverforeachggplot2glmnetgluegridExtragtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmepcaPPpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrobustbaserrcovscalesshapestringistringrsurvivalsvdtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Coefficients for robStepSplitReg Object | coef.robStepSplitReg |
| Predictions for robStepSplitReg Object | predict.robStepSplitReg |
| Robust Stepwise Split Regularized Regression | robStepSplitReg |
