single.run: Fit siRSM Once Based on One Initial Value

Description

Internal function called by siRSM. Do NOT use.

single.run(data, w0, int.only=FALSE, eps=0.005, precision=1e-6, max.iter=10000,  debug=FALSE, trace=TRUE)

data

y, X, Z together

initial guess

int.only

fit an interaction-only model

eps

step size for gradient descent

precision

convergence criterion

max.iter

maximum number of iteractions

debug

can be turned on for debugging

trace

if TRUE, reports progress as function runs