Uniform experimental design in chemometrics
Xu, Qing-Song1; Xu, Yuan-Da2; Li, Lan1; Fang, Kai-Tai3,4
AbstractExperimental designs and modeling are very important in chemometrics and chemical engineering. There are many kinds of experimental designs, which include the fractional factorial design (including the orthogonal design), the optimal regression design, and the uniform design. The 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 model specification, and a supersaturated design. This paper gives a brief introduction to the recent theoretical developments on uniform experimental design as well as its applications in chemometrics.
Keywordchemistry and chemical engineering chemometrics discrepancy experimental design optimization
Funding ProjectNational Natural Science Foundation of China[11271374]
WOS Research AreaAutomation & Control Systems ; Chemistry ; Computer Science ; Instruments & Instrumentation ; Mathematics
WOS SubjectAutomation & Control Systems ; Chemistry, Analytical ; Computer Science, Artificial Intelligence ; Instruments & Instrumentation ; Mathematics, Interdisciplinary Applications ; Statistics & Probability
WOS IDWOS:000450946800015
Citation statistics
Document Type期刊论文
Corresponding AuthorXu, Qing-Song; Fang, Kai-Tai
Affiliation1.Cent S Univ, Sch Math & Stat, Changsha 410083, Hunan, Peoples R China
2.Princeton Univ, Program Appl & Computat Math, Princeton, NJ 08544 USA
3.Chinese Acad Sci, Inst Appl Math, Beijing 100190, Peoples R China
4.BNU HKBU United Int Coll, Div Sci & Technol, Zhuhai 519085, Peoples R China
Recommended Citation
GB/T 7714
Xu, Qing-Song,Xu, Yuan-Da,Li, Lan,et al. Uniform experimental design in chemometrics[J]. JOURNAL OF CHEMOMETRICS,2018,32(11):10.
APA Xu, Qing-Song,Xu, Yuan-Da,Li, Lan,&Fang, Kai-Tai.(2018).Uniform experimental design in chemometrics.JOURNAL OF CHEMOMETRICS,32(11),10.
MLA Xu, Qing-Song,et al."Uniform experimental design in chemometrics".JOURNAL OF CHEMOMETRICS 32.11(2018):10.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Xu, Qing-Song]'s Articles
[Xu, Yuan-Da]'s Articles
[Li, Lan]'s Articles
Baidu academic
Similar articles in Baidu academic
[Xu, Qing-Song]'s Articles
[Xu, Yuan-Da]'s Articles
[Li, Lan]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Xu, Qing-Song]'s Articles
[Xu, Yuan-Da]'s Articles
[Li, Lan]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.