0

Theory and Application of Uniform Experimental Designs

Lecture Notes in Statistics 221

Fang, Kai-Tai/Liu, Min-Qian/Qin, Hong et al
Erschienen am 02.10.2018, 1. Auflage 2018
80,24 €
(inkl. MwSt.)

Lieferbar innerhalb 1 - 2 Wochen

In den Warenkorb
Bibliografische Daten
ISBN/EAN: 9789811320408
Sprache: Englisch
Umfang: xvi, 300 S., 16 s/w Illustr., 30 farbige Illustr.,
Einband: kartoniertes Buch

Beschreibung

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 the uniformity in block, factorial and supersaturated designs. 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.

Produktsicherheitsverordnung

Hersteller:
Springer Verlag GmbH
juergen.hartmann@springer.com
Tiergartenstr. 17
DE 69121 Heidelberg


Autorenportrait

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