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. athematical models of processes or equipment are