Theory and Application of Uniform Experimental Designs

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Éditeur :

Springer


Collection :

Lecture Notes in Statistics

Paru le : 2018-10-02

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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.
Pages
300 pages
Collection
Lecture Notes in Statistics
Parution
2018-10-02
Marque
Springer
EAN papier
9789811320408
EAN PDF
9789811320415

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
30
Taille du fichier
6062 Ko
Prix
79,11 €
EAN EPUB
9789811320415

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
30
Taille du fichier
20050 Ko
Prix
79,11 €