Uniform experimental design in chemometrics
文献类型：期刊论文
| 作者 | Xu, Qing-Song1; Xu, Yuan-Da2; Li, Lan1; Fang, Kai-Tai3,4 |
| 刊名 | JOURNAL OF CHEMOMETRICS
 |
| 出版日期 | 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 |
| WOS记录号 | WOS:000450946800015 |
| 出版者 | WILEY |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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