Chapter 9 – From Big to Smaller Data

The loaded R package versions (in the order mentioned in the chapter):

  • hflights 0.1 (CRAN)
  • MVN 3.9 (CRAN)
  • ellipse 0.3-8 (CRAN)
  • psych 1.5.4 (CRAN)
  • GPArotation 2014.11-1 (CRAN)
  • jpeg 0.1-8 (CRAN)

Further R packages:

  • mvnormtest 0.1-9 (CRAN)
  • corrgram 1.8 (CRAN)
  • MASS 7.3-40 (CRAN)
  • sem 3.1-6 (CRAN)
  • ca 0.58 (CRAN)

Further reading:

  • FactoMineR: An R Package for Multivariate Analysis, JSS, Sebastien Le, Julie Josse, Francois Husson in 2008 at http://factominer.free.fr/docs/article_FactoMineR.pdf
  • Exploratory Multivariate Analysis by Example using R, CRC, Francois Husson, Sebastien Le, Jerome Pages in 2010
  • An index of factor simplicity, Psychometrika 39, 31–36 Kaiser, H. F. in 1974
  • Principal Component Analysis in R, Gregory B. Anderson ...

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