Statistical methods of mathematical modeling, analysis and optimization of technological processes

The theoretical foundations and applied aspects of regression and dispersion analysis and the mathematical theory of an extreme experiment are described, a detailed description of various experimenting plans. The use of regression models to optimize processes is considered. All theoretical provisions are illustrated by detailed examples. Each example was calculated twice - by hand and using the popular application program packages in Russia - Statgraphics, Microsoft Office Excel, MathCAD, with a detailed description of all procedures.
The book is addressed to readers with different levels of mathematical training: scientists of various specialties, university teachers, graduate students. It can be effectively used by teachers and students in the study of the disciplines “Planning and Organization of the Experiment”, “Fundamentals of Scientific Research”, “Optimization of Technological Processes”, etc., as well as in students (undergraduate, magistracy) of course and qualification work