Package: ISS 1.0.0

ISS: Isotonic Subgroup Selection

Methodology for subgroup selection in the context of isotonic regression including methods for sub-Gaussian errors, classification, homoscedastic Gaussian errors and quantile regression. See the documentation of ISS(). Details can be found in the paper by Müller, Reeve, Cannings and Samworth (2023) <arxiv:2305.04852v2>.

Authors:Manuel M. Müller [aut, cre], Henry W. J. Reeve [aut], Timothy I. Cannings [aut], Richard J. Samworth [aut]

ISS_1.0.0.tar.gz
ISS_1.0.0.zip(r-4.7)ISS_1.0.0.zip(r-4.6)ISS_1.0.0.zip(r-4.5)
ISS_1.0.0.tgz(r-4.6-any)ISS_1.0.0.tgz(r-4.5-any)
ISS_1.0.0.tar.gz(r-4.7-any)ISS_1.0.0.tar.gz(r-4.6-any)
ISS_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ISS/json (API)

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

On CRAN:

Conda:

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

1.00 score 1 scripts 143 downloads 12 exports 2 dependencies

Last updated from:b8969c0589. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK104
source / vignettesOK144
linux-release-x86_64OK92
macos-release-arm64OK164
macos-oldrel-arm64OK168
windows-develOK76
windows-releaseOK69
windows-oldrelOK89
wasm-releaseOK105

Exports:dag_test_FSdag_test_Holmdag_test_ISSdag_test_MGget_boundary_pointsget_DAGget_p_classificationget_p_Gaussianget_p_subGaussianget_p_subGaussian_NMget_p_valueISS

Dependencies:rbibutilsRdpack

Readme and manuals

Help Manual

Help pageTopics
dag_test_FSdag_test_FS
dag_test_Holmdag_test_Holm
dag_test_ISSdag_test_ISS
dag_test_MGdag_test_MG
get_boundary_pointsget_boundary_points
get_DAGget_DAG
get_p_classificationget_p_classification
get_p_Gaussianget_p_Gaussian
get_p_subGaussianget_p_subGaussian
get_p_subGaussian_NMget_p_subGaussian_NM
get_p_valueget_p_value
ISSISS