[R] Pulling out parts of a generated array in R
Uwe Ligges
ligges at statistik.uni-dortmund.de
Sat Sep 15 18:28:34 CEST 2007
Wayne Aldo Gavioli wrote:
> Hello all,
>
> I was wondering if it was possible to pull out certain parts of an array in R -
> not an array of data that I have created, but an array of data that has been
> spit out by R itself.
>
> More specifically, in the lines of code below:
>
>
>> summary(prcomp(USArrests))
> Importance of components:
> PC1 PC2 PC3 PC4
> Standard deviation 83.732 14.2124 6.4894 2.48279
> Proportion of Variance 0.966 0.0278 0.0058 0.00085
> Cumulative Proportion 0.966 0.9933 0.9991 1.00000
>
>
>
> I was wondering if there is a way to only extract one piece of this array,
> specifically the Proportion of Variance for PC2, which is 0.0278. I know how
> to extract one entire line of data from this array, using the following lines
> of code:
>
>> result<-summary(prcomp(USArrests))
>> m<-result$importance
>> final<-m[2,]
>
>
> These lines of code will produce the follwing output:
>
>
> 0.966 0.0278 0.0058 0.00085
>
>
> Now I was wondering if there is anyway to break this down even further, and be
> able to extract one piece of data from this one line.
I am sure you already read about matrix indexing in the manual "An
Introduction to R", but here to remind you how easy it is to get the
second row, third column:
final <- m[2,3]
Uwe Ligges
>
> If anyone could help me out, I would really appreciate it.
>
>
> Thanks,
>
>
> Wayne
>
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