A PRIMER ON MULTIVARIATE CALIBRATION

被引:187
作者
THOMAS, EV
机构
关键词
D O I
10.1021/ac00087a002
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This article has provided a basic introduction to multivariate calibration methods with an emphasis on identifying issues that are critical to their effective use. In the future, as increasingly difficult problems arise, these methods will continue to evolve. Regardless of the direction of the evolutionary process, the resulting methods will need to be used carefully, with recognition of the issues presented in this article. © 1994, American Chemical Society. All rights reserved.
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页码:A795 / A804
页数:10
相关论文
共 30 条
[1]   MULTIVARIATE DETERMINATION OF GLUCOSE IN WHOLE-BLOOD USING PARTIAL LEAST-SQUARES AND ARTIFICIAL NEURAL NETWORKS BASED ON MIDINFRARED SPECTROSCOPY [J].
BHANDARE, P ;
MENDELSON, Y ;
PEURA, RA ;
JANATSCH, G ;
KRUSEJARRES, JD ;
MARBACH, R ;
HEISE, HM .
APPLIED SPECTROSCOPY, 1993, 47 (08) :1214-1221
[2]   MATRIX REPRESENTATIONS AND CRITERIA FOR SELECTING ANALYTICAL WAVELENGTHS FOR MULTICOMPONENT SPECTROSCOPIC ANALYSIS [J].
BROWN, CW ;
LYNCH, PF ;
OBREMSKI, RJ ;
LAVERY, DS .
ANALYTICAL CHEMISTRY, 1982, 54 (09) :1472-1479
[3]   WAVELENGTH SELECTION IN MULTICOMPONENT NEAR-INFRARED CALIBRATION [J].
BROWN, PJ .
JOURNAL OF CHEMOMETRICS, 1992, 6 (03) :151-161
[4]  
BROWN SD, 1992, ANAL CHEM, V64, pR22
[5]  
FEARN T, 1983, APPL STAT, V32, P73
[6]   A STATISTICAL VIEW OF SOME CHEMOMETRICS REGRESSION TOOLS [J].
FRANK, IE ;
FRIEDMAN, JH .
TECHNOMETRICS, 1993, 35 (02) :109-135
[7]   QUANTITATIVE INFRARED-ANALYSIS OF BOROPHOSPHOSILICATE FILMS USING MULTIVARIATE STATISTICAL-METHODS [J].
HAALAND, DM .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1208-1217
[8]   PARTIAL LEAST-SQUARES METHODS FOR SPECTRAL ANALYSES .1. RELATION TO OTHER QUANTITATIVE CALIBRATION METHODS AND THE EXTRACTION OF QUALITATIVE INFORMATION [J].
HAALAND, DM ;
THOMAS, EV .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1193-1202
[9]  
HELLAND IS, 1990, SCAND J STAT, V17, P97
[10]   QUADRATIC PLS REGRESSION [J].
HOSKULDSSON, A .
JOURNAL OF CHEMOMETRICS, 1992, 6 (06) :307-334