createGroupsSim {ptycho}R Documentation

Create Groups of Covariates

Description

Create an object specifying groups of covariates as needed for some of the simulations.

Usage

createGroupsSim(G, p)

Arguments

G

Number of groups

p

Number of covariates

Details

If G divides p, then each group will have p/G consecutive covariates. If G does not divide p, then the last group will have fewer covariates.

Value

List containing the following components:

var2group

Integer vector of length p, with entry jj being the index of the group containing covariate jj

group2var

List of length G, each entry of which is an integer vector containing the indices of the covariates belonging to that group

sizes

Vector of length G containing the number of covariates in each group

Author(s)

Laurel Stell and Chiara Sabatti
Maintainer: Laurel Stell <lstell@stanford.edu>

See Also

createData

Examples

grp <- createGroupsSim(G=3, p=15)
# Which covariates are in group 2?  Two ways to find out:
which(grp$var2group == 2)
grp$group2var[[2]]

[Package ptycho version 1.1-4 Index]