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 language | English (US) |
|---|---|
| Title of host publication | Statistics in Industry |
| Editors | R. Khattree, C.R. Rao |
| Pages | 131-170 |
| Number of pages | 40 |
| DOIs | |
| State | Published - Dec 1 2003 |
Publication series
| Name | Handbook of Statistics |
|---|---|
| Volume | 22 |
| ISSN (Print) | 0169-7161 |
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All Science Journal Classification (ASJC) codes
- Statistics and Probability
- Modeling and Simulation
- Applied Mathematics
Cite this
}
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 proceeding › Chapter
TY - CHAP
T1 - Ch. 4. Uniform experimental designs and their applications in industry
AU - Fang, Kai Tai
AU - Lin, Dennis K.J.
PY - 2003/12/1
Y1 - 2003/12/1
N2 - 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.
AB - 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.
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UR - http://www.scopus.com/inward/citedby.url?scp=67649664260&partnerID=8YFLogxK
U2 - 10.1016/S0169-7161(03)22006-X
DO - 10.1016/S0169-7161(03)22006-X
M3 - Chapter
AN - SCOPUS:67649664260
SN - 9780444506146
T3 - Handbook of Statistics
SP - 131
EP - 170
BT - Statistics in Industry
A2 - Khattree, R.
A2 - Rao, C.R.
ER -