datasetApr 26, 2016GOLD OA

factoextra: Extract and Visualize the Results of Multivariate Data Analyses

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Abstract

Provides some easy-to-use functions to extract and visualize the output of multivariate data analyses, including 'PCA' (Principal Component Analysis), 'CA' (Correspondence Analysis), 'MCA' (Multiple Correspondence Analysis), 'FAMD' (Factor Analysis of Mixed Data), 'MFA' (Multiple Factor Analysis) and 'HMFA' (Hierarchical Multiple Factor Analysis) functions from different R packages. It contains also functions for simplifying some clustering analysis steps and provides 'ggplot2' - based elegant data visualization.

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Authors

2

Topics & keywords

Keywords
  • Multivariate statistics
  • Multivariate analysis
  • Computer science
  • Statistics
  • Data mining
  • Mathematics
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