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Input for PCA function

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CP on 8 Feb 2014
Answered: Sagar on 9 Aug 2015
I'm confused about the description of the inputs to the pca function between what the variables vs the observations are.
I have 4 vectors, a b c and d. Vectors a b and c contain values for corresponding variables a b and c. Vector d contains values for observations. That is, when a was a(1), then b was b(1), c was c(1), and the observed value was d(1). When a was a(2) then b was b(2), c was c(2), and the observed value was d(2). Etc etc. How do I structure this for the pca function input?

Answers (1)

Sagar on 9 Aug 2015
Depending on your objective, you can probably consider 'd' as another variable. In such a case, put a, b, c, and d in four columns and conduct PCA. But if d is a dependent variable and a, b, and c are independent variables, you should probably conduct PCA on a, b, and c only by putting the data in three columns. So it depends on what you really want to to.


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