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:Anthony Christidis [aut, cre], Gabriela Cohen-Freue [aut]

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)
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Bug tracker:https://github.com/anthonychristidis/robstepsplitreg/issues

On CRAN:

1 exports 1 stars 1.10 score 50 dependencies 1 dependents 2 scripts 244 downloads

Last updated 15 days agofrom:f84fe5b009. Checks:OK: 9. Indexed: yes.

Exports:robStepSplitReg

Dependencies:cellWiseclicodetoolscolorspaceDEoptimRfansifarverforeachggplot2glmnetgluegridExtragtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmepcaPPpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrobustbaserrcovscalesshapestringistringrsurvivalsvdtibbleutf8vctrsviridisLitewithr