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Robust Correspondence Analysis

Robust Correspondence Analysis (RCA) extends classical correspondence analysis to contingency tables that contain outlying rows or columns. By replacing the standard singular value decomposition with a robust alternative, RCA produces biplots and coordinate maps that accurately reflect the dominant association structure even when atypical cells or categories exert undue influence on the standard solution.

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Taksonomisk metoderegister · latent-structure / statistics

Croux, C. & Ruiz-Gazen, A. (2005). High breakdown estimators for principal components: the projection-pursuit approach revisited. Journal of Multivariate Analysis, 95(1), 206–226. · DOI 10.1016/j.jmva.2004.08.002
Greenacre, M. (2017). Correspondence Analysis in Practice (3rd ed.). CRC Press / Chapman & Hall. · ISBN 978-1498731775

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Relaterte metoder

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Same method familyCorrespondence Analysismachine-suggested · Relational suggestion, not evidence.Same method familyMultiple Correspondence Analysismachine-suggested · Relational suggestion, not evidence.Same method familyRobust Exploratory Factor Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust Multidimensional Scalingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust Multiple Correspondence Analysismachine-suggested · Relational suggestion, not evidence.