siRSM (version 1.1)

multi.run: Fit siRSM by Trying Multiple Initial Values

Description

Internal function called by siRSM. Do NOT use.

Usage

multi.run(y, X, Z, rep, interaction.only=FALSE, use.parallel=TRUE)

Arguments

y

vector, response

X

matrix, whose columns are covariates for factor one

Z

matrix, whose columns are covariates for factor two, must be of same size as X

rep

number of different initial values to try --- if unspecified, the default is twice the dimension of the index

interaction.only

fit an interaction-only model

use.parallel

if TRUE, exploits multiple cores by using foreach, doSNOW, etc