The use of statistical methods to build mathematical models of chemical reacting systems
- 1 June 1974
- journal article
- review article
- Published by Wiley in The Canadian Journal of Chemical Engineering
- Vol. 52 (3) , 289-299
- https://doi.org/10.1002/cjce.5450520301
Abstract
This paper describes a selection of the statistical methods which are available for designing and analyzing experiments for the purpose of choosing between rival mathematical models and for estimating their parameters. To exemplify how rival models might arise an approach to the writing of reaction rate expressions for chemical kinetic situations is given.Keywords
This publication has 34 references indexed in Scilit:
- Some Problems Associated with the Analysis of Multiresponse DataTechnometrics, 1973
- An Application of Variational Methods to Experimental DesignTechnometrics, 1971
- Some Experiences with a Nonlinear Experimental Design CriterionTechnometrics, 1970
- The Design of Experiments for Parameter EstimationTechnometrics, 1968
- A Joint Design Criterion for the Dual Problem of Model Discrimination and Parameter EstimationTechnometrics, 1968
- An experimental design strategy for distinguishing among rival mechanistic models an application to the catalytic hydrogenation of propyleneThe Canadian Journal of Chemical Engineering, 1967
- Discrimination Among Mechanistic ModelsTechnometrics, 1967
- Designs for Discriminating Between Two Rival ModelsTechnometrics, 1965
- Transformation of the Independent VariablesTechnometrics, 1962
- Application of a Measure of Information to the Design and Comparison of Regression ExperimentsThe Annals of Mathematical Statistics, 1959