Theory and Application of Uniform Experimental Designs

• Main Authors: Fang, Kai-Tai (Author, http://id.loc.gov/vocabulary/relators/aut), Liu, Min-Qian (http://id.loc.gov/vocabulary/relators/aut), Qin, Hong (http://id.loc.gov/vocabulary/relators/aut), Zhou, Yong-Dao (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Lecture Notes in Statistics, 221
• Subjects: Statistics .; Statistical Theory and Methods.; Applied Statistics.

The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of th...

Table of Contents:

• Introduction
• Uniformity Criteria
• Construction of Uniform Designs-Deterministic Methods
• Construction of Uniform Designs-Algorithmic Optimization Methods
• Modeling Techniques
• Connections Between Uniformity and Other Design Criteria
• Applications of Uniformity in Other Design Types
• Uniform Design for Experiments with Mixtures
• .