Chapter 9 – From Big to Smaller DataThe 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 , at http://www.ime.usp.br/~pavan/pdf/MAE0330-PCA-R-2013 Structural Equation Modeling With the sem Package in R , John Fox in 2006 at http://socserv.mcmaster.ca/jfox/Misc/sem/SEM-paper.pdf Correspondence Analysis in R, with Two- and Three-dimensional Graphics: The ca Package , JSS by Oleg Nenadic , Michael Greenacre in 2007 at http://www.jstatsoft.org/v20/i03/paper PCA explained visually , Victor Powell at http://setosa.io/ev/principal-component-analysis/
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