Discrimination and goodness of fit of multiresponse mechanistic models

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 e...

Full description

Saved in:
Bibliographic Details
Published in:AIChE journal 1998-06, Vol.44 (6), p.1404-1412
Main Authors: Stewart, W. E., Shon, Y., Box, G. E. P.
Format: Article
Language:English
Subjects:
Applications of mathematics to chemical engineering. Modeling. Simulation. Optimization
Applied sciences
Chemical engineering
Exact sciences and technology
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:0001-1541
1547-5905
DOI:10.1002/aic.690440618