simSODA: Simulate soda for selecting variable and interaction

In szcf-weiya/sodaParallel: Implement soda in parallel. (Title Case)

Description

simSODA can simulate the examples in the soda paper.

Usage

simSODA(n, which.example, ncl = 1)

Arguments

n	The size of simulation dataset.
which.example	The id of the examples in the paper.
ncl	The cluster number used.

Value

MFP	The number of main variables which are flase positive.
MFN	The number of main variables which are flase negative.
IFP	The number of interactions which are flase positive.
IFN	The number of interactions which are flase negative.

Author(s)

weiya

References

Li Y, Liu JS. (2017). Robust Variable and Interaction Selection for Logistic Regression and Multiple Index Models. Technical Report.

Examples

# simulate the first example in the paper
library(sodaParallel)
simSODA(10, 1)

szcf-weiya/sodaParallel documentation built on Dec. 19, 2020, 5:46 p.m.