Canonical Measure of Correlation (CMC) and Canonical Measure of Distance (CMD) between sets of data Part 2. Variable reduction

This paper proposes a new method for determining the subset of variables that reproduce as well as possible the main structural features of the complete data set. This method can be useful for pre-treatment of large data sets since it allows discarding variables that contain redundant information. R...

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Veröffentlicht in:	Analytica chimica acta 2009-08, Vol.648 (1), p.52-59
Hauptverfasser:	CONSONNI, V, BALLABIO, D, MANGANARO, A, MAURI, A, TODESCHINI, R
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Analytical chemistry Chemistry Exact sciences and technology General, instrumentation Models, Statistical Quantitative Structure-Activity Relationship Software
Online-Zugang:	Volltext
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