siRSM: Single-index Response Surface Model

In siRSM: Single-Index Response Surface Models

Description

This is the main function for users to call.

Usage

## Default S3 method:
siRSM(y, U, V, trial, interaction.only=FALSE, use.parallel=TRUE)

## S3 method for class 'siRSM'
print(x, ...)

## S3 method for class 'siRSM'
plot(x, ...)

Arguments

y	response vector
U	matrix, whose columns are covariates for first factor
V	matrix, whose columns are covariates for second factor, must have same dimension as U
trial	number of different initial values to try — if missing, defaults to 2*K, where K = ncol(U) = ncol(V)
interaction.only	fit an interaction-only (rather than a full-quadratic) model
use.parallel	if TRUE, tells underlying utility function multi.run to exploit multiple cores by using foreach, doSNOW, etc
x	an object of class siRSM, often result of siRSM
...	arguments for plot include: xname=character string, name for first (composite) factor; yname=character string, name for second (composite) factor; zname=character string, name for response; center=if 'zero', centers the surface plot at (0,0)

Value

An object of class siRSM. For most users, the most useful elements are:

w	the estimated single index vector
coef	the coefficients of the corresponding response surface

Author(s)

Huan Cheng, Mu Zhu

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