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Theory and application of uniform ex...

Fang, Kai-Tai.

Theory and application of uniform experimental designs

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Theory and application of uniform experimental designsby Kai-Tai Fang ... [et al.].
其他作者:	Fang, Kai-Tai.
出版者:	Singapore :Springer Singapore :2018.
面頁冊數:	xvi, 300 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Experimental design.
電子資源:	https://doi.org/10.1007/978-981-13-2041-5
ISBN:	9789811320415$q(electronic bk.)

Theory and application of uniform experimental designs
Theory and application of uniform experimental designs[electronic resource] /by Kai-Tai Fang ... [et al.]. - Singapore :Springer Singapore :2018. - xvi, 300 p. :ill. (some col.), digital ;24 cm. - Lecture notes in statistics,v.2210930-0325 ;. - Lecture notes in statistics ;205..

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.

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.

ISBN: 9789811320415$q(electronic bk.)

Standard No.: 10.1007/978-981-13-2041-5doiSubjects--Topical Terms:

181887
Experimental design.

LC Class. No.: QA279

Dewey Class. No.: 519.57

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520 $a 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.
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