Work

Confidence Intervals and an Improved Ridge Analysis of Response Surfaces

Year: 1986

Type: article

Abstract: The user of RSM techniques gains considerable insight into the nature of the stationary point and the nature of the underlying response surface from estimates of the eigenvalues of the matrix of pure and mixed quadratic regression coefftcients, B. This article presents and illustrates methodology for constructing conservative confidence limits on the eigenvalues of this matrix as well as the mean response at a constrained optimum. When a confidence interval about an eigenvalue of B includes zero, a change in the strategy of analysis is required; one is suggested and illustrated.

Source: Technometrics

DOI: 10.1080/00401706.1986.10488152

Authors: Walter H. Carter, Vernon M. Chinchilli, Raymond H. Myers, Eleanor D. Campbell

Institutions: Virginia Commonwealth University, Virginia Commonwealth University Medical Center, Virginia Tech

Language: English

Topic: Optimal Experimental Design Methods

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: hybrid

OpenAlex ID: W1998682573

FWCI: 2.917

Cites: 17

Cited by: 34

Related to: 10