SOME ROBUST STATISTICAL PROCEDURES APPLIED TO THE ANALYSIS OF CHEMICAL-DATA

被引：22

作者：

VANKEERBERGHEN, P ^{[1
]}

VANDENBOSCH, C ^{[1
]}

SMEYERSVERBEKE, J ^{[1
]}

MASSART, DL ^{[1
]}

机构：

[1] VRIJE UNIV BRUSSELS,INST FARMACEUT,LAARBEEKLAAN 103,B-1090 BRUSSELS,BELGIUM

来源：

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS | 1991年 / 12卷 / 01期

关键词：

D O I：

10.1016/0169-7439(91)80103-W

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Real data are often subject to outliers, deviations from normality, etc., that violate assumptions made using classical tests or make the usual statistical descriptive parameters difficult to use. Different approaches to obtain robust statistical description or testing are described. They concern robust estimators of central location and dispersion, hypothesis tests using ranking and randomization methods and robust regression based on ranking.

引用

页码：3 / 13

页数：11

共 12 条

[1]

[Anonymous], 2003, ROBUST REGRESSION OU

[2]

BOX GEP, 1978, STATISTICS EXPT

[3]

Edgington E. S., 1987, RANDOMIZATION TESTS

[4]

FOSTELLER F, 1977, DATA ANAL REGRESSION

[5] EXPLORATORY-STUDY ON MEDIAN-BASED ROBUST REGRESSION METHODS FOR LINEAR CALIBRATION IN ATOMIC-ABSORPTION SPECTROMETRIC ANALYSIS [J].

HU, YZ ;

SMEYERSVERBEKE, J ;

MASSART, DL .

JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 1989, 4 (07) :605-611

[6]

MASSART D, 1988, CHEMOMETRICS TXB, P51

[7] COMPARISON OF CONVENTIONAL AND ROBUST REGRESSION IN ANALYSIS OF CHEMICAL-DATA [J].

PHILLIPS, GR ;

EYRING, EM .

ANALYTICAL CHEMISTRY, 1983, 55 (07) :1134-1138

[8] COMPARISON OF ROBUST REGRESSION METHODS BASED ON LEAST-MEDIAN AND ADAPTIVE KALMAN FILTERING APPROACHES APPLIED TO LINEAR CALIBRATION DATA [J].

RUTAN, SC ;

CARR, PW .

ANALYTICA CHIMICA ACTA, 1988, 215 (1-2) :131-142

[9] ROBUST REGRESSION USING REPEATED MEDIANS [J].

SIEGEL, AF .

BIOMETRIKA, 1982, 69 (01) :242-244

[10]

Siegel S., 1988, NONPARAMETRIC STAT B, Vsecond

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