Discrimination and goodness of fit of multiresponse mechanistic models

被引：78

作者：

Stewart, WE

Shon, Y

Box, GEP

机构：

[1] Univ Wisconsin, Dept Chem Engn, Madison, WI 53706 USA

[2] Univ Wisconsin, Ctr Qual & Prod Improvement, Madison, WI 53706 USA

来源：

AICHE JOURNAL | 1998年 / 44卷 / 06期

关键词：

D O I：

10.1002/aic.690440618

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

Criteria are derived for objective choice among rival models of multiresponse processes. Formulas are given for the relative posterior probabilities of candidate models and for their goodness of fit as tested on a common data set with Normally distributed errors. The formulas are demonstrated with examples from chemical kinetics and catalysis.

引用

页码：1404 / 1412

页数：9

共 48 条

[1]

Abramowitz M., 1964, HDB MATH FUNCTIONS

[2] NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].