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
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ISS.pdf |ISS.html✨
ISS/json (API)

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12 exports 0.00 score 2 dependencies 173 downloads

Last updated 1 years agofrom:b8969c0589. Checks:OK: 7. Indexed: yes.

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