Uniform experimental design in chemometrics

doi:10.1002/cem.3020

	Uniform experimental design in chemometrics
	Xu, Qing-Song 1; Xu, Yuan-Da 2; Li, Lan 1; Fang, Kai-Tai 3,4
刊名	JOURNAL OF CHEMOMETRICS
	2018-11-01
卷号	32 期号:11 页码:10
关键词	chemistry and chemical engineering chemometrics discrepancy experimental design optimization
ISSN号	0886-9383
DOI	10.1002/cem.3020
英文摘要	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.
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
语种	英语
出版者	WILEY
WOS记录号	WOS:000450946800015
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/31799]
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.