Package: robreg3S 0.3

Andy Leung

robreg3S: Three-Step Regression and Inference for Cellwise and Casewise Contamination

Three-step regression and inference for cellwise and casewise contamination.

Authors:Andy Leung, Hongyang Zhang, Ruben Zamar

robreg3S_0.3.tar.gz
robreg3S_0.3.tar.gz(r-4.5-noble)robreg3S_0.3.tar.gz(r-4.4-noble)
robreg3S_0.3.tgz(r-4.4-emscripten)robreg3S_0.3.tgz(r-4.3-emscripten)
robreg3S.pdf |robreg3S.html
robreg3S/json (API)

# Install 'robreg3S' in R:
install.packages('robreg3S', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.48 score 1 packages 3 scripts 146 downloads 10 exports 45 dependencies

Last updated 9 years agofrom:58da014994. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 23 2024
R-4.5-linuxNOTENov 23 2024

Exports:coef.robreg3Sconfint.robreg3Sgenerate.casecontam.regressgenerate.casecontam.regress.dummiesgenerate.cellcontam.regressgenerate.cellcontam.regress.dummiesgenerate.randbetaprint.robreg3Srobreg3Ssummary.robreg3S

Dependencies:cellWiseclicolorspaceDEoptimRfansifarverggplot2gluegridExtraGSEgtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmepcaPPpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangrobustbaserrcovscalesshapestringistringrsvdtibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Robust regression estimation and inference in the presence of cellwise and casewise contaminationcoef.robreg3S confint.robreg3S print.robreg3S robreg3S summary.robreg3S
Data generator for simulation study on cell- and case-wise contaminationgenerate.casecontam.regress generate.casecontam.regress.dummies generate.cellcontam.regress generate.cellcontam.regress.dummies generate.randbeta