✦ LIBER ✦

Model discrimination and criticism with single-response data

✍ Scribed by Warren E. Stewart; Thomas L. Henson; George E. P. Box

Book ID: 102697495
Publisher: American Institute of Chemical Engineers
Year: 1996
Tongue: English
Weight: 769 KB
Volume: 42
Category: Article
ISSN: 0001-1541
DOI: 10.1002/aic.690421107

No coin nor oath required. For personal study only.

✦ Synopsis

The inverse probability theorem of Bayes is used, along with sampling theory, to obtain objective criteria for choosing among riual models. Formulas are given for the relative posterior probabilities of candidate models and for their goodness of fit, when the models are fitted to a common data set with Normally distributed errors. Cases of full, partial and minimal variance information are treated. The formulas are demonstrated with three examples, including a kinetic study of a catalytic reaction.

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