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

In siRSM: Single-Index Response Surface Models

Description

Internal function called by siRSM. Do NOT use.

Usage

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

Arguments

data	y, X, Z together
w0	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

Note

In these more rudimentary functions (not to be called by user), U is referred to as X, and V as Z, due to "historical reasons".

Author(s)

Huan Cheng, Mu Zhu

siRSM documentation built on May 29, 2017, 10:54 a.m.