PCA Functions

These two functions provide a nicely formatted output of the PC’s from FactoMineR, as well as the communalities

 #TO USE THIS FUNCTION
#Use the PCA function from FactomineR package and
#pass in the pca object into Pass in a vector
#Result will be the vector of min_max_normalization
#
Example:

Usage: communality(data)
Example: p = PCA(houses)
communality(p)

To display the PC's in a cleaner format
Example:
#Usage: display_pc(p, cutoff, rnd)
#p - pca object
#cutoff - cutoff value
#rnd - rounding significant digits
#

Example: p = PCA(houses)
display_pc(p, .5, 4)

http://blogs.5eanalytics.com/RCode/PCA_functions.R

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