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Uniform experimental design in chemometrics
Xu, Qing-Song1; Xu, Yuan-Da2; Li, Lan1; Fang, Kai-Tai3,4
2018-11-01
Source PublicationJOURNAL OF CHEMOMETRICS
ISSN0886-9383
Volume32Issue:11Pages:10
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
DOI10.1002/cem.3020
Language英语
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
PublisherWILEY
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/31800
Collection中国科学院数学与系统科学研究院
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.
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