Development of a method for the systematic use of bilinear multivariate calibration methods for the correction of interferences in inductively coupled plasma-mass spectrometry

被引:15
作者
Rupprecht, M [1 ]
Probst, T [1 ]
机构
[1] Tech Univ Munich, Inst Radiochem, D-85747 Garching, Germany
关键词
bilinear multivariate calibration; principal component regression; partial least squares regression; interferences; ICP-MS; mass spectrometry;
D O I
10.1016/S0003-2670(97)00627-2
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The multivariate bilinear calibration methods Principal Component Regression (PCR) and Partial Least Squares Regression (PLS) are investigated for their capability to correct interferences in ICP-MS analysis. A universally applicable method is developed by optimizing the parameters for experimental design, for data pretreatment by internal standardisation, scaling, and mean centering, for the determination of the optimal number of latent variables, and for variable selection. Validation is performed with an artificial test system containing a wide range of representative analytes and interferences. (C) 1998 Elsevier Science B.V.
引用
收藏
页码:205 / 225
页数:21
相关论文
共 50 条
[1]   Determination of uranium by flow injection inductively coupled plasma mass spectrometry [J].
Aldstadt, JH ;
Kuo, JM ;
Smith, LL ;
Erickson, MD .
ANALYTICA CHIMICA ACTA, 1996, 319 (1-2) :135-143
[2]   STUDY OF THE EFFECTS OF CONCOMITANT ELEMENTS IN INDUCTIVELY COUPLED PLASMA MASS-SPECTROMETRY [J].
BEAUCHEMIN, D ;
MCLAREN, JW ;
BERMAN, SS .
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 1987, 42 (03) :467-490
[3]   COUPLING OF INDUCTIVELY-COUPLED PLASMA-MASS SPECTROMETRY (ICP-MS) WITH ELECTROTHERMAL VAPORIZATION (ETV) [J].
BECKER, S ;
HIRNER, AV .
FRESENIUS JOURNAL OF ANALYTICAL CHEMISTRY, 1994, 350 (4-5) :260-263
[4]   AN INTRODUCTION TO MULTIVARIATE CALIBRATION AND ANALYSIS [J].
BEEBE, KR ;
KOWALSKI, BR .
ANALYTICAL CHEMISTRY, 1987, 59 (17) :A1007-+
[5]  
Berryman NG, 1996, FRESEN J ANAL CHEM, V355, P783
[6]  
Douglas D. J., 1992, INDUCTIVELY COUPLED, P613
[7]   IMPROVED PRINCIPAL COMPONENT ANALYSIS OF NOISY DATA [J].
FAY, MJ ;
PROCTOR, A ;
HOFFMANN, DP ;
HERCULES, DM .
ANALYTICAL CHEMISTRY, 1991, 63 (11) :1058-1063
[8]  
FUNK W, 1992, QUALITATSSICHERUNG A, P116
[9]   PARTIAL LEAST-SQUARES REGRESSION - A TUTORIAL [J].
GELADI, P ;
KOWALSKI, BR .
ANALYTICA CHIMICA ACTA, 1986, 185 :1-17
[10]   HIGH-RESOLUTION ICP-MS - A NEW CONCEPT FOR ELEMENTAL MASS-SPECTROMETRY [J].
GIESSMANN, U ;
GREB, U .
FRESENIUS JOURNAL OF ANALYTICAL CHEMISTRY, 1994, 350 (4-5) :186-193