Design and Analysis of Mixture Experiments

Abstract

Techniques for the design and analysis of mixture experiments are discussed. Emphasis is on the practical aspects of selecting the appropriate mixture design, development and interpretation of mixture models, and analysis of mixture data. That the classic techniques for investigating the effects of independent variables are not appropriate for studying the response of a mixture system is shown. Alternative procedures are discussed. Two examples are included to illustrate the techniques of mixture experimentation.