| Status | 已发表Published |
| Title | Two-step multivariate adaptive regression splines for modeling a quantitative relationship between gas chromatography retention indices and molecular descriptors |
| Creator | |
| Date Issued | 2003 |
| Source Publication | Journal of Chromatography A
 |
| ISSN | 0021-9673 |
| Volume | 998Issue:1-2Pages:155-167 |
| Abstract | The relationship between retention indices and molecular descriptors of alkanes is established by two-step multivariate adaptive regression splines (TMARS). TMARS combines linear regression with multivariate adaptive regression splines (MARS). It is demonstrated for the present data set that using linear regression or MARS modeling alone causes lack of fit. TMARS avoids lack of fit and appreciably improves the prediction ability for the model. The use of this combined approach permits the development of additional understanding of the adaptive nature in MARS modeling. © 2003 Elsevier Science B.V. All rights reserved. |
| Keyword | Alkanes Molecular descriptors Multivariate adaptive regression splines Regression analysis Retention indices |
| DOI | 10.1016/S0021-9673(03)00604-6 |
| URL | View source |
| Indexed By | SCIE |
| Language | 英语English |
| WOS Research Area | Biochemistry & Molecular Biology ; Chemistry |
| WOS Subject | Biochemical Research Methods ; Chemistry, Analytical |
| WOS ID | WOS:000183589100015 |
| Scopus ID | 2-s2.0-0038054208 |
| Citation statistics | |
| Document Type | Journal article |
| Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/2457 |
| Collection | Research outside affiliated institution |
| Corresponding Author | Massart, DésiréL Luc |
| Affiliation | 1.ChemoAC, FABI, Vrije Universiteit Brussel, B-1090 Brussels, Laarbeeklaan 103, Belgium 2.Coll. of Chem./Chemical Engineering, Central South University, Changsha, China 3.Department of Mathematics, Hong Kong Baptist University, Kowloon, Tong, Hong Kong |
| Recommended Citation GB/T 7714 | Xu, Qingsong,Massart, DésiréL Luc,Liang, Yizenget al. Two-step multivariate adaptive regression splines for modeling a quantitative relationship between gas chromatography retention indices and molecular descriptors[J]. Journal of Chromatography A, 2003, 998(1-2): 155-167. |
| APA | Xu, Qingsong, Massart, DésiréL Luc, Liang, Yizeng, & Fang, Kaitai. (2003). Two-step multivariate adaptive regression splines for modeling a quantitative relationship between gas chromatography retention indices and molecular descriptors. Journal of Chromatography A, 998(1-2), 155-167. |
| MLA | Xu, Qingsong,et al."Two-step multivariate adaptive regression splines for modeling a quantitative relationship between gas chromatography retention indices and molecular descriptors". Journal of Chromatography A 998.1-2(2003): 155-167. |
| Files in This Item: | There are no files associated with this item. | |||||
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
BNBU 
Library
Edit Comment