[R] How to read "Cumulative proportion" in using princomp?
Martyn Byng
Martyn.Byng at nag.co.uk
Wed Mar 16 18:31:57 CET 2011
Hi,
The values are calculated on the fly in the summary function
stats:::print.summary.princomp
using
vars <- result$sdev^2
vars <- vars/sum(vars)
cumsum(vars)
Martyn
-----Original Message-----
From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-project.org]
On Behalf Of ian_zhangty
Sent: 16 March 2011 14:19
To: r-help at r-project.org
Subject: [R] How to read "Cumulative proportion" in using princomp?
Dear all,
> result<-summary(princomp(x,cor=TRUE))
>result
Importance of components:
Comp.1 Comp.2 Comp.3 Comp.4
Standard deviation 1.642136 1.0114376 0.45146892 0.27669119
Proportion of Variance 0.674153 0.2557515 0.05095605 0.01913950
Cumulative Proportion 0.674153 0.9299044 0.98086050 1.00000000
I want to read Cumlative Proportion listed above. But I cannot find it
in
result, instead, R gives me followed, which is not same with above:
>result[2]
$loadings
Loadings:
Comp.1 Comp.2 Comp.3 Comp.4
YC.T 0.183 0.935 0.250 0.172
YC.Rad 0.581 -0.130 -0.413 0.689
YC.Rain -0.537 0.308 -0.784
YC.ETPM 0.583 0.119 -0.389 -0.703
Comp.1 Comp.2 Comp.3 Comp.4
SS loadings 1.00 1.00 1.00 1.00
Proportion Var 0.25 0.25 0.25 0.25
Cumulative Var 0.25 0.50 0.75 1.00
I am wondering how can I calculate "Cumulative Proportion" in the first
result.
Thank you very much
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-princomp-tp3381881p3381881.html
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