Multivariate methoden

15 methoden in deze familie.

Uitgelicht

Biplot: Gelijktijdige weergave van rijen en kolommen in multivariate dataA biplot is a low-dimensional graphical representation of a multivariate data matrix that simultaneously displays both the observations (rows) and the variables (columns) as points Canonieke CorrelatieanalyseCanonical Correlation Analysis (CCA) is a multivariate statistical method that identifies pairs of linear combinations — one from each of two variable sets — such that the correlat Correspondence AnalysisCorrespondence Analysis (CA) is an exploratory multivariate technique for visualizing the association structure of a two-way contingency table. Developed systematically by Jean-Pau Discriminant AnalysisDiscriminant analysis finds linear combinations of predictor variables that best separate two or more known groups. It is used both to understand which predictors distinguish the g Lineaire Discriminantieanalyse (LDALinear Discriminant Analysis (LDA) is a parametric supervised classification method that finds the linear combination of continuous predictors that best separates two or more prede Multivariate Covariantieanalyse (MANCOVA)MANCOVA (Multivariate Analysis of Covariance) is a parametric hypothesis test that simultaneously compares two or more groups on multiple continuous dependent variables while stati

Reading path

This topic's most-referenced foundational methods, in the order they were developed — a place to start if you're new here.

Multivariate Analysis of Variance (MANOVA)1932by Samuel Stanley Wilks (Wilks' Lambda, 1932); Roy, Hotelling, Pillai (mid-20th c.)
Canonieke Correlatieanalyse1936by Harold Hotelling
Discriminant Analysis1936by Ronald A. Fisher
Multidimensionaal schalen (MDS)1952–1964by Warren S. Torgerson (metric MDS, 1952); Joseph B. Kruskal (non-metric MDS, 1964)
Biplot: Gelijktijdige weergave van rijen en kolommen in multivariate data1971by Ruben Gabriel
Correspondence Analysis1984by Jean-Paul Benzécri; Michael Greenacre
Robuuste Discriminante Analyse1997by Hawkins & McLachlan (high-breakdown LDA); Croux & Dehon (S-estimator robust LDA)
Multiple Correspondence Analysis (MCA)2006by Greenacre & Blasius

all methods on this shelf ↓

Alle methoden 15

Biplot: Gelijktijdige weergave van rijen en kolommen in multivariate data Canonieke Correlatieanalyse Correspondence Analysis Discriminant Analysis Lineaire Discriminantieanalyse (LDA Multivariate Covariantieanalyse (MANCOVA)Multivariate Analysis of Variance (MANOVA)Multidimensionaal schalen (MDS)Multiple Correspondence Analysis (MCA)Robuuste Canonieke Correlatieanalyse (Robuuste CCA)Robuuste Correspondentieanalyse Robuuste Discriminante Analyse Robuuste MANOVA Robuuste Multidimensionale Schaling (Robuuste MDS)Robuuste Multiple Correspondence Analysis (Robuuste MCA)