GDSARM: Gauss - Dantzig Selector: Aggregation over Random Models

The method aims to identify important factors in screening experiments by aggregation over random models as studied in Singh and Stufken (2022) <doi:10.48550/arXiv.2205.13497>. This package provides functions to run the Gauss-Dantzig selector on screening experiments when interactions may be affecting the response. Currently, all functions require each factor to be at two levels coded as +1 and -1.

Getting started

Package details

AuthorRakhi Singh [cre, aut] (<https://orcid.org/0000-0003-3469-295X>), John Stufken [aut] (<https://orcid.org/0000-0001-9026-3610>)
MaintainerRakhi Singh <agrakhi@gmail.com>
LicenseGPL (>= 3)
Version0.1.1
URL https://github.com/agrakhi/GDSARM
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GDSARM")

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GDSARM documentation built on July 14, 2022, 1:05 a.m.