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Multivarijatne metode

15 metoda u ovoj obitelji.

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Biplot: istovremeni prikaz redaka i stupaca u multivarijatnim podacimaA biplot is a low-dimensional graphical representation of a multivariate data matrix that simultaneously displays both the observations (rows) and the variables (columns) as pointsKanonička korelacijska analizaCanonical 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 korespondencijeCorrespondence Analysis (CA) is an exploratory multivariate technique for visualizing the association structure of a two-way contingency table. Developed systematically by Jean-PauDiskriminacijska analizaDiscriminant 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 gLinearna diskriminacijska analiza (LDALinear Discriminant Analysis (LDA) is a parametric supervised classification method that finds the linear combination of continuous predictors that best separates two or more predeMultivarijatna analiza kovarijanci (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. Multivarijatna analiza varijance (MANOVA)1932by Samuel Stanley Wilks (Wilks' Lambda, 1932); Roy, Hotelling, Pillai (mid-20th c.)
  2. Kanonička korelacijska analiza1936by Harold Hotelling
  3. Diskriminacijska analiza1936by Ronald A. Fisher
  4. Skaliranje višedimenzionalnosti (MDS)1952–1964by Warren S. Torgerson (metric MDS, 1952); Joseph B. Kruskal (non-metric MDS, 1964)
  5. Biplot: istovremeni prikaz redaka i stupaca u multivarijatnim podacima1971by Ruben Gabriel
  6. Analiza korespondencije1984by Jean-Paul Benzécri; Michael Greenacre
  7. Robusna diskriminantna analiza1997by Hawkins & McLachlan (high-breakdown LDA); Croux & Dehon (S-estimator robust LDA)
  8. Višestruka analiza korespondencije (MCA)2006by Greenacre & Blasius
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Sve metode 15

Biplot: istovremeni prikaz redaka i stupaca u multivarijatnim podacimaKanonička korelacijska analizaAnaliza korespondencijeDiskriminacijska analizaLinearna diskriminacijska analiza (LDAMultivarijatna analiza kovarijanci (MANCOVA)Multivarijatna analiza varijance (MANOVA)Skaliranje višedimenzionalnosti (MDS)Višestruka analiza korespondencije (MCA)Robustna kanonička korelacijska analiza (Robust CCA)Robusna analiza korespondencijeRobusna diskriminantna analizaRobust MANOVARobustno višekriterijsko skaliranje (Robust MDS)Robusna višestruka korespondentna analiza (Robust MCA)