Uniform experimental design in chemometrics

doi:10.1002/cem.3020

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	Uniform experimental design in chemometrics
	Xu, Qing-Song 1; Xu, Yuan-Da 2; Li, Lan 1; Fang, Kai-Tai 3,4
	2018-11-01
发表期刊	JOURNAL OF CHEMOMETRICS
ISSN	0886-9383
卷号	32 期号:11 页码:10
摘要	Experimental 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.
关键词	chemistry and chemical engineering chemometrics discrepancy experimental design optimization
DOI	10.1002/cem.3020
语种	英语
资助项目	National Natural Science Foundation of China[11271374]
WOS研究方向	Automation & Control Systems ; Chemistry ; Computer Science ; Instruments & Instrumentation ; Mathematics
WOS类目	Automation & Control Systems ; Chemistry, Analytical ; Computer Science, Artificial Intelligence ; Instruments & Instrumentation ; Mathematics, Interdisciplinary Applications ; Statistics & Probability
WOS记录号	WOS:000450946800015
出版者	WILEY
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/31800
专题	中国科学院数学与系统科学研究院
通讯作者	Xu, Qing-Song; Fang, Kai-Tai
作者单位	1.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
推荐引用方式 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.