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Metodi multivariati

15 metodi in questa famiglia.

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Biplot: Rappresentazione Simultanea di Righe e Colonne in Dati MultidimensionaliA biplot is a low-dimensional graphical representation of a multivariate data matrix that simultaneously displays both the observations (rows) and the variables (columns) as pointsAnalisi delle Correlazioni CanonicheCanonical Correlation Analysis (CCA) is a multivariate statistical method that identifies pairs of linear combinations — one from each of two variable sets — such that the correlatAnalisi delle CorrispondenzeCorrespondence Analysis (CA) is an exploratory multivariate technique for visualizing the association structure of a two-way contingency table. Developed systematically by Jean-PauAnalisi 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 gAnalisi Discriminante Lineare (LDALinear Discriminant Analysis (LDA) is a parametric supervised classification method that finds the linear combination of continuous predictors that best separates two or more predeAnalisi Multivariata della 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.

  1. Analisi Multivariata della Varianza (MANOVA)1932by Samuel Stanley Wilks (Wilks' Lambda, 1932); Roy, Hotelling, Pillai (mid-20th c.)
  2. Analisi delle Correlazioni Canoniche1936by Harold Hotelling
  3. Analisi Discriminante1936by Ronald A. Fisher
  4. Scaling multidimensionale (MDS)1952–1964by Warren S. Torgerson (metric MDS, 1952); Joseph B. Kruskal (non-metric MDS, 1964)
  5. Biplot: Rappresentazione Simultanea di Righe e Colonne in Dati Multidimensionali1971by Ruben Gabriel
  6. Analisi delle Corrispondenze1984by Jean-Paul Benzécri; Michael Greenacre
  7. Analisi Discriminante Robusta1997by Hawkins & McLachlan (high-breakdown LDA); Croux & Dehon (S-estimator robust LDA)
  8. Analisi delle Corrispondenze Multiple (MCA)2006by Greenacre & Blasius
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Tutti i metodi 15

Biplot: Rappresentazione Simultanea di Righe e Colonne in Dati MultidimensionaliAnalisi delle Correlazioni CanonicheAnalisi delle CorrispondenzeAnalisi DiscriminanteAnalisi Discriminante Lineare (LDAAnalisi Multivariata della Covarianza (MANCOVA)Analisi Multivariata della Varianza (MANOVA)Scaling multidimensionale (MDS)Analisi delle Corrispondenze Multiple (MCA)Analisi Canonica delle Correlazioni Robusta (CCA Robusta)Analisi delle Corrispondenze RobustaAnalisi Discriminante RobustaMANOVA robustaMultidimensional Scaling Robusto (Robust MDS)Analisi delle Corrispondenze Multiple Robusta (MCA Robusta)