Title of article
Comparison of semirobust and robust partial least squares procedures
Author/Authors
Griep، نويسنده , , M.I. and Wakeling، نويسنده , , I.N. and Vankeerberghen، نويسنده , , P. and Massart، نويسنده , , D.L.، نويسنده ,
Issue Information
دوفصلنامه با شماره پیاپی سال 1995
Pages
14
From page
37
To page
50
Abstract
Three different robust partial least squares (PLS) alternatives are compared in order to reduce the effect of outlying data. Although iteratively reweighted least squares, based on the biweight mean, offers efficiency in a variety of situations, in higher dimensions, there are still considerable deviations from the ordinary PLS solution without outliers.
Journal title
Chemometrics and Intelligent Laboratory Systems
Serial Year
1995
Journal title
Chemometrics and Intelligent Laboratory Systems
Record number
1459380
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