Gauss - Dantzig Selector: Aggregation over Random Models
Dantzig selector with an option to make profile plot
Dantzig selector using the lpsolve package
Gauss-Dantzig Selector
Gauss-Dantzig Selector - Aggregation over Random Models (GDS-ARM)
Step I: Multiple GDS runs with random interactions
Step III: Stepwise on the consolidated output from different GDS runs
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.