Métodos multivariantes

15 métodos en esta familia.

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Biplot: Representación Simultánea de Filas y Columnas en Datos MultivariadosA 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 Análisis de Correlación CanónicaCanonical 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 Análisis de CorrespondenciasCorrespondence Analysis (CA) is an exploratory multivariate technique for visualizing the association structure of a two-way contingency table. Developed systematically by Jean-Pau Análisis discriminanteDiscriminant 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 Análisis Discriminante Lineal (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 Análisis Multivariante de Covarianza (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

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

Análisis Multivariante de la Varianza (MANOVA)1932by Samuel Stanley Wilks (Wilks' Lambda, 1932); Roy, Hotelling, Pillai (mid-20th c.)
Análisis de Correlación Canónica1936by Harold Hotelling
Análisis discriminante1936by Ronald A. Fisher
Escalamiento multidimensional (MDS)1952–1964by Warren S. Torgerson (metric MDS, 1952); Joseph B. Kruskal (non-metric MDS, 1964)
Biplot: Representación Simultánea de Filas y Columnas en Datos Multivariados1971by Ruben Gabriel
Análisis de Correspondencias1984by Jean-Paul Benzécri; Michael Greenacre
Análisis Discriminante Robusto1997by Hawkins & McLachlan (high-breakdown LDA); Croux & Dehon (S-estimator robust LDA)
Análisis de Correspondencias Múltiples (ACM)2006by Greenacre & Blasius

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Todos los métodos 15

Biplot: Representación Simultánea de Filas y Columnas en Datos Multivariados Análisis de Correlación Canónica Análisis de Correspondencias Análisis discriminante Análisis Discriminante Lineal (LDA Análisis Multivariante de Covarianza (MANCOVA)Análisis Multivariante de la Varianza (MANOVA)Escalamiento multidimensional (MDS)Análisis de Correspondencias Múltiples (ACM)Análisis de Correlación Canónica Robusto (Robust CCA)Análisis de Correspondencias Robusto Análisis Discriminante Robusto MANOVA robusta Escalamiento Multidimensional Robusto (Robust MDS)Análisis de Correspondencias Múltiples Robusto (Robust MCA)