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Theory and Application of Uniform Experimental Designs

By Kai-Tai Fang

Product Image: Theory and Application of Uniform Experimental Designs

Theory and Application of Uniform Experimental Designs

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Description
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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
316
Release Date:
2018-10-02
Publication Date:
2018-10-02
Publisher:
Springer
Languages:
Original: English
ISBN10:
9811320403
ISBN13:
9789811320408
GPSR Manufacturer Reference:
[email protected]
Weight:
482 g
Height:
155 cm
Width:
235 cm
Thickness:
18 cm
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