[R] Interquartile Range

William Dunlap wdunlap at tibco.com
Tue Apr 19 18:01:19 CEST 2016


Can you show us a self-contained example, along with the output of
running conflicts()?

Bill Dunlap
TIBCO Software
wdunlap tibco.com

On Tue, Apr 19, 2016 at 8:57 AM, Michael Artz <michaeleartz at gmail.com>
wrote:

> HI that did not work for me either.  The value I got returned from that
> function was "<rounded mean> - <rounded mean>"  :(. thanks for the reply
> through
>
> On Tue, Apr 19, 2016 at 10:34 AM, William Dunlap <wdunlap at tibco.com>
> wrote:
>
>> > That didn't work Jim!
>>
>> It always helps to say how the suggestion did not work.  Jim's
>> function had a typo in it - was that the problem?  Or did you not
>> change the call to ddply to use that function.  Here is something
>> that might "work" for you:
>>
>>  library(plyr)
>>
>>  data <- data.frame(groupColumn=rep(1:5,1:5), col1=2^(0:14))
>>  myIqr <- function(x) {
>>      paste(round(quantile(x,0.25),0),round(quantile(x,0.75),0),sep="-")
>>  }
>>  ddply(data, ~groupColumn, summarise, col1_myIqr=myIqr(col1),
>> col1_IQR=stats::IQR(col1))
>>  #  groupColumn col1_myIqr col1_IQR
>>  #1           1        1-1        0
>>  #2           2        2-4        1
>>  #3           3      12-24       12
>>  #4           4    112-320      208
>>  #5           5  2048-8192     6144
>>
>> The important point is that
>>     paste(round(quantile(x,0.25),0),round(quantile(x,0.75),0),sep="-")
>> is not a function, it is an expression.   ddplyr wants functions.
>>
>>
>> Bill Dunlap
>> TIBCO Software
>> wdunlap tibco.com
>>
>> On Tue, Apr 19, 2016 at 7:56 AM, Michael Artz <michaeleartz at gmail.com>
>> wrote:
>>
>>> That didn't work Jim!
>>>
>>> Thanks anyway
>>>
>>> On Mon, Apr 18, 2016 at 9:02 PM, Jim Lemon <drjimlemon at gmail.com> wrote:
>>>
>>> > Hi Michael,
>>> > At a guess, try this:
>>> >
>>> > iqr<-function(x) {
>>> >
>>> return(paste(round(quantile(x,0.25),0),round(quantile(x,0.75),0),sep="-")
>>> > }
>>> >
>>> > .col3_Range=iqr(datat$tenure)
>>> >
>>> > Jim
>>> >
>>> >
>>> >
>>> > On Tue, Apr 19, 2016 at 11:15 AM, Michael Artz <michaeleartz at gmail.com
>>> >
>>> > wrote:
>>> > > Hi,
>>> > >   I am trying to show an interquartile range while grouping values
>>> using
>>> > > the function ddply().  So my function call now is like
>>> > >
>>> > > groupedAll <- ddply(data
>>> > >                  ,~groupColumn
>>> > >                  ,summarise
>>> > >                  ,col1_mean=mean(col1)
>>> > >                  ,col2_mode=Mode(col2) #Function I wrote for getting
>>> the
>>> > > mode shown below
>>> > >
>>> > >
>>> ,col3_Range=paste(as.character(round(quantile(datat$tenure,c(.25)))),
>>> > > as.character(round(quantile(data$tenure,c(.75)))), sep = "-")
>>> > >                  )
>>> > >
>>> > > #custom Mode function
>>> > > Mode <- function(x) {
>>> > >   ux <- unique(x)
>>> > >   ux[which.max(tabulate(match(x, ux)))]
>>> > > }
>>> > >
>>> > > I am not sre what is going wrong on my interquartile range function,
>>> it
>>> > > works on its own outside of ddply()
>>> > >
>>> > >         [[alternative HTML version deleted]]
>>> > >
>>> > > ______________________________________________
>>> > > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
>>> > > https://stat.ethz.ch/mailman/listinfo/r-help
>>> > > PLEASE do read the posting guide
>>> > http://www.R-project.org/posting-guide.html
>>> > > and provide commented, minimal, self-contained, reproducible code.
>>> >
>>>
>>>         [[alternative HTML version deleted]]
>>>
>>> ______________________________________________
>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
>>> https://stat.ethz.ch/mailman/listinfo/r-help
>>> PLEASE do read the posting guide
>>> http://www.R-project.org/posting-guide.html
>>> and provide commented, minimal, self-contained, reproducible code.
>>>
>>
>>
>

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