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TitleTheory and Application of Uniform Experimental Designs
Creator
Subtype著By
Date Issued2018
PublisherSpringer
Publication PlaceSingapore
Abstract

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.

KeywordUniformity Designs-Deterministic Methods Kriging models Block Designs Experiments with Mixtures Construction of Uniform Designs Deterministic Approach Numerical Optimization Approach
ISBN9789811320408; 9789811320415
DOIhttps://doi.org/10.1007/978-981-13-2041-5
Language英语English
Is Part of SeriesLecture Notes in Statistics, volume 221
Pages300
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeBook
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/4455
CollectionFaculty of Science and Technology
Affiliation
1.Beijing Normal University-Hong Kong, Baptist University United International College, Zhuhai, Guangdong, China
2.School of Statistics and Data Science, Nankai University, Tianjin, China
3.Faculty of Mathematics and Statistics, Central China Normal University, Wuhan, Hubei, China
4.Institute of Applied Mathematics, Chinese Academy of Sciences, Beijing, China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Fang, Kaitai,Liu, Minqian,Qin, Honget al. Theory and Application of Uniform Experimental Designs[M]. Singapore: Springer, 2018.
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