[R-SIG-Finance] [xts] merge function weird behaviour
Anass Mouhsine
anass.mouhsine at gmail.com
Fri Dec 10 10:19:59 CET 2010
Here,
you will find attached data used to illustrate the issue.
here is the code used as well
#reading file
t1=read.csv("AUDJPY.csv", sep=";")
rownames(t1)<-t1[,"Index"];t1<-t1[,-1]
#constructing xts object
t1<-as.xts(t1,tzone="America/New_York", src="csv", updated=Sys.time())
t2=read.csv("CHFJPY.csv", sep=";")
rownames(t2)<-t2[,"Index"];t2<-t2[,-1]
t2<-as.xts(t2,tzone="America/New_York", src="csv", updated=Sys.time())
# requires quantmod
library(quantmod)
#constructing daily close series
t1<-Cl(to.daily(t1))
t2<-Cl(to.daily(t2))
#trying to merge
merge(t1,t2)
#......and result....sadly...is
> merge(t1,t2)
t1.Close t2.Close
2007-01-02 NA 97.87
2007-01-02 94.59 NA
2007-01-03 94.38 97.32
2007-01-04 92.55 96.04
2007-01-05 NA 95.97
2007-01-05 92.37 NA
2007-01-07 NA 95.69
2007-01-07 92.23 NA
2007-01-08 92.89 96.23
On 10/12/2010 10:04, Mark Breman wrote:
> Hi Anass,
>
> Could it be the series have a (invisible) different time part, or the
> timezone is different.
>
> Regards,
>
> -Mark-
>
> 2010/12/10 Anass Mouhsine <anass.mouhsine at gmail.com
> <mailto:anass.mouhsine at gmail.com>>
>
> Hi all,
>
> I encountered a weird behaviour of merge function while using it
> with xts objects.
> I have multiple xts objects (10 timeseries) that I want to merge
> in order to conduct a multivariate analysis.
> Here is an example with only two timeseries
>
> #Let us define the time series
> > t1
> Close
> 2007-01-02 97.87
> 2007-01-03 97.32
> 2007-01-04 96.04
> 2007-01-05 95.97
> 2007-01-07 95.69
> 2007-01-08 96.23
> > t2
> Close
> 2007-01-02 94.59
> 2007-01-03 94.38
> 2007-01-04 92.55
> 2007-01-05 92.37
> 2007-01-07 92.23
> 2007-01-08 92.89
> > c(class(t1),class(t2))
> [1] "xts" "zoo" "xts" "zoo"
>
> #I do the merge using merge.xts
> > t<-merge(t1,t2)
> > t
> Close Close
> 2007-01-02 97.87 NA
> 2007-01-02 NA 94.59
> 2007-01-03 97.32 94.38
> 2007-01-04 96.04 92.55
> 2007-01-05 95.97 NA
> 2007-01-05 NA 92.37
> 2007-01-07 95.69 NA
> 2007-01-07 NA 92.23
> 2007-01-08 96.23 92.89
>
> # I don't see where the problem lays since both xts objects have
> the same index
> > index(t1)
> [1] "2007-01-02" "2007-01-03" "2007-01-04" "2007-01-05"
> "2007-01-07" "2007-01-08"
> > index(t2)
> [1] "2007-01-02" "2007-01-03" "2007-01-04" "2007-01-05"
> "2007-01-07" "2007-01-08"
>
> # I tried using join but with no satisfying result
> >t<-merge(head(t1),head(t2),join='inner')
> > t
> CHFJPY..2007.....Close AUDJPY..2007.....Close
> 2007-01-03 97.32 94.38
> 2007-01-04 96.04 92.55
> 2007-01-08 96.23 92.89
>
> I am really out of tricks here :-[ .
>
> So if someone is kind enough as to point me towards the right
> direction, it would make my day.
>
> Thx in advance,
>
> Anass
>
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