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JBris / multivariate_analysis_examples

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Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.

multivariate-distributions pca-analysis pca multivariate dimensionality-reduction concrete mds factor-analysis dimension-reduction multivariate-data multivariate-regression multivariate-analysis partial-least-squares-regression multivariate-statistics multivariate-linear-regression pls canonical-correlation-analysis nmds partial-least-squares redundancy-analysis
  • Updated Jul 27, 2020
  • Python

ChristianGoueguel / HotellingEllipse

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The HotellingEllipse package is designed to help draw the Hotelling ellipse on the PCA or PLS score scatterplot. The package calculates the Hotelling's T-square value and provides the x-y coordinates of the Hotelling ellipse in addition to the lengths of the semi-minor and semi-major axes.

pca principal-component-analysis partial-least-squares-regression pls confidence-ellipse hotelling-t2 hotelling-s-t-square hotelling-ellipse
  • Updated Jun 9, 2021
  • R

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