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Mbinu za vigeu vingi

15 mbinu katika familia hii.

Zilizoangaziwa

Biplot: Onyo la Wakati Huu wa Safu na nguzo katika Data za MultivariateA biplot is a low-dimensional graphical representation of a multivariate data matrix that simultaneously displays both the observations (rows) and the variables (columns) as pointsUchanganuzi wa Uhusiano wa KikanuniCanonical Correlation Analysis (CCA) is a multivariate statistical method that identifies pairs of linear combinations — one from each of two variable sets — such that the correlatUchanganuzi wa MawasilianoCorrespondence Analysis (CA) is an exploratory multivariate technique for visualizing the association structure of a two-way contingency table. Developed systematically by Jean-PauUchambuzi wa UtambuziDiscriminant 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 gUchambuzi wa Utenganishaji wa Mstari (LDALinear Discriminant Analysis (LDA) is a parametric supervised classification method that finds the linear combination of continuous predictors that best separates two or more predeUchanganuzi wa Kigezo-Rejeshi wa Vigezo-Rejeshi Nyingi (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

Njia ya usomaji

Mbinu za msingi zinazorejelewa zaidi za mada hii, kwa mpangilio zilivyobuniwa — mahali pa kuanzia ikiwa wewe ni mgeni hapa.

  1. Uchanganuzi wa Vigezo Nyingi wa Kawaida (MANOVA)1932na Samuel Stanley Wilks (Wilks' Lambda, 1932); Roy, Hotelling, Pillai (mid-20th c.)
  2. Uchanganuzi wa Uhusiano wa Kikanuni1936na Harold Hotelling
  3. Uchambuzi wa Utambuzi1936na Ronald A. Fisher
  4. Uwezeshaji wa Vipimo Nyingi (MDS)1952–1964na Warren S. Torgerson (metric MDS, 1952); Joseph B. Kruskal (non-metric MDS, 1964)
  5. Biplot: Onyo la Wakati Huu wa Safu na nguzo katika Data za Multivariate1971na Ruben Gabriel
  6. Uchanganuzi wa Mawasiliano1984na Jean-Paul Benzécri; Michael Greenacre
  7. Uchanganuzi Imara wa Utambuzi1997na Hawkins & McLachlan (high-breakdown LDA); Croux & Dehon (S-estimator robust LDA)
  8. Uchanganuzi wa Njia Mbalimbali za Mawasiliano (MCA)2006na Greenacre & Blasius
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Mbinu zote 15

Biplot: Onyo la Wakati Huu wa Safu na nguzo katika Data za MultivariateUchanganuzi wa Uhusiano wa KikanuniUchanganuzi wa MawasilianoUchambuzi wa UtambuziUchambuzi wa Utenganishaji wa Mstari (LDAUchanganuzi wa Kigezo-Rejeshi wa Vigezo-Rejeshi Nyingi (MANCOVA)Uchanganuzi wa Vigezo Nyingi wa Kawaida (MANOVA)Uwezeshaji wa Vipimo Nyingi (MDS)Uchanganuzi wa Njia Mbalimbali za Mawasiliano (MCA)Uchanganuzi Imara wa Uhusiano wa Kawaida (Robust CCA)Uchambuzi Imara wa MawasilianoUchanganuzi Imara wa UtambuziMANOVA Robustu (Robust MANOVA)Uendeshaji wa pande nyingi wenye uthabiti (Robust MDS)Uchanganuzi Imara wa Mawasiliano Mengi (Robust MCA)