Theory and Application of Uniform Experimental Designs
Springer Verlag, Singapore
978-981-13-2040-8 (ISBN)
Experimental design is an important branch of statistics with a long history, and is extremely useful in multi-factor experiments. Involving rich methodologies and various designs, it has played a key role in industry, technology, sciences and various other fields. A design that chooses experimental points uniformly scattered on the domain is known as uniform experimental design, and uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space-filling design for computer experiments, a robust design against the model specification, and a supersaturated design and can be applied to experiments with mixtures.
Kai-Tai Fang is a professor at the BNU-HKBU United International college and is a research professor at the Institute of Applied Mathematics, Chinese Academy of Sciences, Beijing, China. Min-Qian Liu is a professor at the Institute of Statistics, Nankai University, Tianjin, China Hong Qin is a professor at the Faculty of Mathematics and Statistics, Central China Normal University, Wuhan, China Yong-Dao Zhou is a professor at the Institute of Statistics, Nankai University, Tianjin, China
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.-
| Erscheinungsdatum | 09.10.2018 |
|---|---|
| Reihe/Serie | Lecture Notes in Statistics ; 221 |
| Zusatzinfo | 30 Illustrations, color; 16 Illustrations, black and white; XVI, 300 p. 46 illus., 30 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik |
| ISBN-10 | 981-13-2040-3 / 9811320403 |
| ISBN-13 | 978-981-13-2040-8 / 9789811320408 |
| Zustand | Neuware |
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