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ISS (version 1.0.0)

Isotonic Subgroup Selection

Description

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) .

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Version

Install

install.packages('ISS')

Monthly Downloads

138

Version

1.0.0

License

GPL (>= 3)

Maintainer

Manuel M. Müller

Last Published

July 6th, 2023

Functions in ISS (1.0.0)

get_p_classification

get_p_classification
dag_test_Holm

dag_test_Holm
get_boundary_points

get_boundary_points
dag_test_ISS

dag_test_ISS
get_p_subGaussian

get_p_subGaussian
get_p_Gaussian

get_p_Gaussian
dag_test_MG

dag_test_MG
ISS

ISS
get_p_subGaussian_NM

get_p_subGaussian_NM
get_p_value

get_p_value
dag_test_FS

dag_test_FS
get_DAG

get_DAG