Theory and Application of Uniform Experimental Designs - Kai-Tai Fang Min-Qian Liu Hong Qin Yong-Dao Zhou Kartoniert (TB)

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.