[R] [plyr] Moving average filter with plyr

arun smartpink111 at yahoo.com
Tue Aug 27 16:03:23 CEST 2013


Hi,
May be this helps:


lst1<-dlply(data,.(FileNo,ChannelNo),transform,filtered=applyfilter(ChannelB))
 data2<-do.call(rbind,lapply(lst1,function(x){x$filtered<- as.numeric(x$filtered);x}))
 row.names(data2)<- row.names(data)
head(data,3)
#            Time ChannelA  ChannelB FileNo ChannelNo
#1161 1.83214e-05 4.527559  6.873434      1         1
#1171 2.36814e-05 4.881890 13.602919      1         1
#1181 2.90414e-05 4.803150 21.092224      1         1
 head(data2,3)
#            Time ChannelA  ChannelB FileNo ChannelNo filtered
#1161 1.83214e-05 4.527559  6.873434      1         1       NA
#1171 2.36814e-05 4.881890 13.602919      1         1       NA
#1181 2.90414e-05 4.803150 21.092224      1         1 17.04348
A.K.



----- Original Message -----
From: Ingo Reinhold <ingor at kth.se>
To: "r-help at r-project.org" <r-help at r-project.org>
Cc: 
Sent: Tuesday, August 27, 2013 9:17 AM
Subject: [R] [plyr] Moving average filter with plyr

Dear all,

I'm stuck with a problem using plyr to process a rather large junk of data. What I'm trying to do is applying a moving average to all the subparts of the dataframe (the example data can be found here https://dl.dropboxusercontent.com/u/2414056/testData.Rdata).

require(plyr)

load("testData.Rdata")

applyfilter<-function(x){
  return(filter(x,rep(1/5, times=5)))
}
data.trash<-ddply(data, .(FileNo, ChannelNo), transform, filtered=applyfilter(ChannelB))



The result from this is

Error in attributes(output[[var]]) <- attributes(value) : invalid time series parameters specified

though the number of return values seems right to me.

Do you have any thoughts or suggestions?

Many thanks,

Ingo



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