An Approach to Sensitivity Analysis of Computer Models: Part II—Ranking of Input Variables, Response Surface Validation, Distribution Effect and Technique Synopsis
- 1 October 1981
- journal article
- research article
- Published by Taylor & Francis in Journal of Quality Technology
- Vol. 13 (4) , 232-240
- https://doi.org/10.1080/00224065.1981.11978763
Abstract
This is the second part of a two-part paper presenting a statistical approach to the sensitivity analysis of computer models. In this part consideration is given to response surface construction techniques including identification of possible overfit and data transformation to handle nonlinearities. Methods for response surface validation are presented as is a summary of the sensitivity analysis approach contained in this paper.Keywords
This publication has 1 reference indexed in Scilit:
- Small sample sensitivity analysis techniques for computer models.with an application to risk assessmentCommunications in Statistics - Theory and Methods, 1980