ScholarGate
Asistenti

Metodat multivariate

15 metoda në këtë familje.

Të veçuara

Biplot: Shfaqja e njëkohshme e rreshtave dhe kolonave në të dhënat shumëvariateA biplot is a low-dimensional graphical representation of a multivariate data matrix that simultaneously displays both the observations (rows) and the variables (columns) as pointsAnaliza e Korrelacionit KanonikCanonical Correlation Analysis (CCA) is a multivariate statistical method that identifies pairs of linear combinations — one from each of two variable sets — such that the correlatAnaliza e KorrespondencësCorrespondence Analysis (CA) is an exploratory multivariate technique for visualizing the association structure of a two-way contingency table. Developed systematically by Jean-PauAnaliza diskriminanteDiscriminant 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 gAnaliza diskriminante 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 predeAnaliza Shumëvariate e Kovariancës (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.

  1. Analiza e Variancës Multivariante (MANOVA)1932by Samuel Stanley Wilks (Wilks' Lambda, 1932); Roy, Hotelling, Pillai (mid-20th c.)
  2. Analiza e Korrelacionit Kanonik1936by Harold Hotelling
  3. Analiza diskriminante1936by Ronald A. Fisher
  4. Skalimi Shumëdimensional (MDS)1952–1964by Warren S. Torgerson (metric MDS, 1952); Joseph B. Kruskal (non-metric MDS, 1964)
  5. Biplot: Shfaqja e njëkohshme e rreshtave dhe kolonave në të dhënat shumëvariate1971by Ruben Gabriel
  6. Analiza e Korrespondencës1984by Jean-Paul Benzécri; Michael Greenacre
  7. Analiza Diskriminuese Robust1997by Hawkins & McLachlan (high-breakdown LDA); Croux & Dehon (S-estimator robust LDA)
  8. Analiza e Korespondencave Shumefish (MCA)2006by Greenacre & Blasius
all methods on this shelf ↓

Të gjitha metodat 15

Biplot: Shfaqja e njëkohshme e rreshtave dhe kolonave në të dhënat shumëvariateAnaliza e Korrelacionit KanonikAnaliza e KorrespondencësAnaliza diskriminanteAnaliza diskriminante lineare (LDAAnaliza Shumëvariate e Kovariancës (MANCOVA)Analiza e Variancës Multivariante (MANOVA)Skalimi Shumëdimensional (MDS)Analiza e Korespondencave Shumefish (MCA)Analiza kanonike e korrelacionit robuste (Robust CCA)Analiza e Korrespondencës Robust (RCA)Analiza Diskriminuese RobustMANOVA e QëndrueshmeMultidimensional Scaling Robust (MDS Robust)Analiza Robuste e Shumëfishtë e Korelacioneve (Robust MCA)