Fang Kai-Tai, Liu Min-Qian, Qin Hong Theory and Application of Uniform Experimental Designs 9789811320408

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Автор: Fang Kai-Tai, Liu Min-Qian, Qin Hong
Название: Theory and Application of Uniform Experimental Designs
ISBN: 9789811320408
Издательство: Springer
Классификация:

Экономика

Вероятность и статистика

ISBN-10: 9811320403
Обложка/Формат: Paperback
Страницы: 300
Вес: 0.44 кг.
Дата издания: 02.10.2018
Серия: Lecture notes in statistics
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 30 illustrations, color; 16 illustrations, black and white; xvi, 300 p. 46 illus., 30 illus. in color.
Размер: 234 x 156 x 17
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: 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 o

Theory and Application of Uniform Experimental Designs, Fang Kai-Tai, Liu Min-Qian, Qin Hong