search for: va038807

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2009 Mar 06
3
PCA and categorical data
...to select appropriate variables and to view the data using a method like Principle Components Analysis (PCA) [4]. This approach gives us a clear picture of the data using KL-plot of the PCA. However, the method is not settled for the data including categorical data. [http://hp.vector.co.jp/authors/VA038807/personal/covEigGiniRep17.pdf] but I'm still not sure if it WRONG to do so. Any opinion or reference would be very helpful thanks