PARTIAL LEAST-SQUARES PATH MODELING WITH LATENT-VARIABLES

被引:167
作者
GERLACH, RW [1 ]
KOWALSKI, BR [1 ]
WOLD, HOA [1 ]
机构
[1] UNIV WASHINGTON, DEPT CHEM, CHEMOMETR LAB, SEATTLE, WA 98195 USA
来源
ANALYTICA CHIMICA ACTA-COMPUTER TECHNIQUES AND OPTIMIZATION | 1979年 / 3卷 / 04期
关键词
D O I
10.1016/S0003-2670(01)85039-X
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A partial least-squares treatment of multivariate data related through a complex model allows simultaneous evaluation of the interactions between large numbers of features. Results are given for a model in which water sources flow together; each source is represented by water quality data to allow the influence of the various sources to be evaluated with respect to their importance on the resulting flow downstream. © 1979.
引用
收藏
页码:417 / 421
页数:5
相关论文
共 11 条
[1]  
BROWN SD, 1978, THESIS U WASHINGTON
[2]  
GNANADESIKAN R, 1977, METHODS STATISTICAL, P69
[3]  
MCWHORTER DB, 1975, USEPA670 ENV PROT TE
[4]  
Napier D., 1972, MULTIDIMENSIONAL SCA, VI, P157
[5]  
SKOGERBOE RK, COMMUNICATION
[6]  
Weiner P. H., 1970, Journal of Physical Chemistry, V74, P4537, DOI 10.1021/j100720a013
[7]  
Wold H., 1977, Mathematical economics and game thoery, P536
[8]  
Wold H, 1966, RES PAPERS STAT, P411
[9]  
Wold H., 1975, QUANTITATIVE SOCIOLO, P307
[10]  
Wold H, 1966, MULTIVARIATE ANAL, P391, DOI DOI 10.1007/S00423-022-02505-9