Ch. 4. Uniform experimental designs and their applications in industry

Kai Tai Fang, Dennis K.J. Lin

Research output: Chapter in Book/Report/Conference proceedingChapter

123 Citations (Scopus)

Abstract

The uniform experimental design is one kind of space filling designs that can be used for computer experiments and also for industrial experiments when the underlying model is unknown. The uniform design seeks its design points to be uniformly scattered on the experimental domain. In this chapter we shall introduce the theory and method of the uniform design and related data analysis and modelling methods. Applications of the uniform design to industry and other areas are discussed.

Original languageEnglish (US)
Title of host publicationStatistics in Industry
EditorsR. Khattree, C.R. Rao
Pages131-170
Number of pages40
DOIs
StatePublished - Dec 1 2003

Publication series

NameHandbook of Statistics
Volume22
ISSN (Print)0169-7161

Fingerprint

Uniform Design
Experimental design
Design of experiments
Industry
Data Modeling
Computer Experiments
Modeling Method
Data analysis
Unknown
Data structures
Experiments
Experiment
Design
Model

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Modeling and Simulation
  • Applied Mathematics

Cite this

Fang, K. T., & Lin, D. K. J. (2003). Ch. 4. Uniform experimental designs and their applications in industry. In R. Khattree, & C. R. Rao (Eds.), Statistics in Industry (pp. 131-170). (Handbook of Statistics; Vol. 22). https://doi.org/10.1016/S0169-7161(03)22006-X
Fang, Kai Tai ; Lin, Dennis K.J. / Ch. 4. Uniform experimental designs and their applications in industry. Statistics in Industry. editor / R. Khattree ; C.R. Rao. 2003. pp. 131-170 (Handbook of Statistics).
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Fang, KT & Lin, DKJ 2003, Ch. 4. Uniform experimental designs and their applications in industry. in R Khattree & CR Rao (eds), Statistics in Industry. Handbook of Statistics, vol. 22, pp. 131-170. https://doi.org/10.1016/S0169-7161(03)22006-X

Ch. 4. Uniform experimental designs and their applications in industry. / Fang, Kai Tai; Lin, Dennis K.J.

Statistics in Industry. ed. / R. Khattree; C.R. Rao. 2003. p. 131-170 (Handbook of Statistics; Vol. 22).

Research output: Chapter in Book/Report/Conference proceedingChapter

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Fang KT, Lin DKJ. Ch. 4. Uniform experimental designs and their applications in industry. In Khattree R, Rao CR, editors, Statistics in Industry. 2003. p. 131-170. (Handbook of Statistics). https://doi.org/10.1016/S0169-7161(03)22006-X