[R] formatting results from a function argument
matgopa1@umbc.edu
matgopa1 at umbc.edu
Mon Feb 20 06:29:51 CET 2006
Hello all,
I have a simple function which calculates summary statistics of a dataset
in terms of a factor (say area).
> x = data.frame(Area = c(rep("cleanup", 5), rep("ref", 5)), TcCB =
c(rnorm(5)+2, rnorm(5)));x
Area TcCB
1 cleanup 2.5829747
2 cleanup 2.6796868
3 cleanup 2.5437094
4 cleanup 2.8453616
5 cleanup 1.1789683
6 ref 1.0140391
7 ref -0.8433729
8 ref 0.6512422
9 ref 0.2341083
10 ref -0.2688026
>
> summarystat<-function(x)
+ {
+ no.samples<-by(x,x$Area,function(x) length(x$TcCB))
+ mean<-by(x,x$Area,function(x) mean(x$TcCB))
+ quantile<-by(x,x$Area,function(x) summary(x$TcCB))
+ stdev<-by(x,x$Area,function(x) sd(x$TcCB))
+ final<-do.call("cbind",c(quantile,mean,stdev,no.samples))
+ return(final)
+ }
>
> test<-summarystat(x);test
cleanup ref cleanup ref cleanup ref cleanup ref
Min. 1.179 -0.8434 2.36614 0.1574428 0.6737748 0.736001 5 5
1st Qu. 2.544 -0.2688 2.36614 0.1574428 0.6737748 0.736001 5 5
Median 2.583 0.2341 2.36614 0.1574428 0.6737748 0.736001 5 5
Mean 2.366 0.1574 2.36614 0.1574428 0.6737748 0.736001 5 5
3rd Qu. 2.680 0.6512 2.36614 0.1574428 0.6737748 0.736001 5 5
Max. 2.845 1.0140 2.36614 0.1574428 0.6737748 0.736001 5 5
>
Now the results are arranged as per quantile function.
When the results are printed, I would like to have the results for mean,
stdev, no.samples, quantiles one after the other with the function names
for the two factors namely cleanup and reference. Can somebody help in
doing so? I did refer to a previous thread on formatting results from
function. But my case is little different.
Moreover, i would like to know, if there is any R command which produces
this general summary statistics as above?
Thanks for your time.
Mathangi
More information about the R-help
mailing list