[R] Embed function strips out date index
Manussawee Sukunta
msukunta at illinoisalumni.org
Thu Jul 1 21:38:33 CEST 2010
Thank you for all your help. After some sleep last night, I started
fresh on the problem with a little clearer thinking. I thought over
what Jonathan had said... and I just decided to bypass indexing my
data after passing it through the embed function all together. I
still was able to perform the error vector model regressions (I hope
they were correct!) with no error. I was able to handchecked some of
the calculations from the embed function (in "series.d"), and they
seemed to make sense.
Again, thank you!
Manussawee
On Wed, Jun 30, 2010 at 4:48 PM, Gabor Grothendieck
<ggrothendieck at gmail.com> wrote:
> On Wed, Jun 30, 2010 at 4:32 PM, Manussawee Sukunta
> <msukunta at illinoisalumni.org> wrote:
>> Hi,
>>
>> I'm having especially hard time today and couldn't find any
>> clue/answer through the internet. I hope you can help.
>>
>> I'm in a process of writing a script to estimate error correction
>> model, and I was following an example in Bernhard Pfaff's Analysis of
>> Integrated and Cointegrated Time Series with R. I have the following
>> price data:
>>
>>> head(series,15)
>> PX_SETTLE PX_SETTLE.1
>> 2009-01-02 4515.0 925.50
>> 2009-01-05 4540.5 927.50
>> 2009-01-06 4603.5 930.50
>> 2009-01-07 4470.5 905.25
>> 2009-01-08 4474.5 906.75
>> 2009-01-09 4430.5 885.50
>> 2009-01-12 4402.0 868.00
>> 2009-01-13 4343.5 868.50
>> 2009-01-14 4130.5 839.75
>> 2009-01-15 4070.5 839.25
>> 2009-01-16 4129.5 848.50
>> 2009-01-20 4032.0 806.00
>> 2009-01-21 4018.0 836.75
>> 2009-01-22 4011.0 825.50
>> 2009-01-23 3998.0 823.50
>>
>> Then I defined
>> series.d = embed(diff(series),dim=2)
>>
>> which resulted in
>>> head(series.d,15)
>> [,1] [,2] [,3] [,4]
>> [1,] 25.5 2.00 NA NA
>> [2,] 63.0 3.00 25.5 2.00
>> [3,] -133.0 -25.25 63.0 3.00
>> [4,] 4.0 1.50 -133.0 -25.25
>> [5,] -44.0 -21.25 4.0 1.50
>> [6,] -28.5 -17.50 -44.0 -21.25
>> [7,] -58.5 0.50 -28.5 -17.50
>> [8,] -213.0 -28.75 -58.5 0.50
>> [9,] -60.0 -0.50 -213.0 -28.75
>> [10,] 59.0 9.25 -60.0 -0.50
>> [11,] -97.5 -42.50 59.0 9.25
>> [12,] -14.0 30.75 -97.5 -42.50
>> [13,] -7.0 -11.25 -14.0 30.75
>> [14,] -13.0 -2.00 -7.0 -11.25
>> [15,] 169.0 7.25 -13.0 -2.00
>>
>> The new data series.d now has no date index. I'm not sure how to get
>> it back. I tried to xts --> order.by = index(series), but the vector
>> lengths are now not the same. I feel like the answer might be
>> obvious, but I just can't see it. Again, I tried searching various
>> forums and sites, but I couldn't find my answer. I feel like I'm just
>> going around a circle. I hope someone can help me and shed some light
>> on this problem.
>>
>
> Cannot tell exactly what you are doing without reproducible data and
> code but you should be able to do it with zoo or xts. Try this as an
> example:
>
>> Lines <- "Date PX_SETTLE PX_SETTLE.1
> + 2009-01-02 4515.0 925.50
> + 2009-01-05 4540.5 927.50
> + 2009-01-06 4603.5 930.50
> + 2009-01-07 4470.5 905.25
> + 2009-01-08 4474.5 906.75
> + 2009-01-09 4430.5 885.50
> + 2009-01-12 4402.0 868.00
> + 2009-01-13 4343.5 868.50
> + 2009-01-14 4130.5 839.75
> + 2009-01-15 4070.5 839.25
> + 2009-01-16 4129.5 848.50
> + 2009-01-20 4032.0 806.00
> + 2009-01-21 4018.0 836.75
> + 2009-01-22 4011.0 825.50
> + 2009-01-23 3998.0 823.50"
>>
>> library(zoo)
>>
>> # z <- read.zoo("myfile.txt", header = TRUE)
>> z <- read.zoo(textConnection(Lines), header = TRUE)
>> z
> PX_SETTLE PX_SETTLE.1
> 2009-01-02 4515.0 925.50
> 2009-01-05 4540.5 927.50
> 2009-01-06 4603.5 930.50
> 2009-01-07 4470.5 905.25
> 2009-01-08 4474.5 906.75
> 2009-01-09 4430.5 885.50
> 2009-01-12 4402.0 868.00
> 2009-01-13 4343.5 868.50
> 2009-01-14 4130.5 839.75
> 2009-01-15 4070.5 839.25
> 2009-01-16 4129.5 848.50
> 2009-01-20 4032.0 806.00
> 2009-01-21 4018.0 836.75
> 2009-01-22 4011.0 825.50
> 2009-01-23 3998.0 823.50
>> diff(z)
> PX_SETTLE PX_SETTLE.1
> 2009-01-05 25.5 2.00
> 2009-01-06 63.0 3.00
> 2009-01-07 -133.0 -25.25
> 2009-01-08 4.0 1.50
> 2009-01-09 -44.0 -21.25
> 2009-01-12 -28.5 -17.50
> 2009-01-13 -58.5 0.50
> 2009-01-14 -213.0 -28.75
> 2009-01-15 -60.0 -0.50
> 2009-01-16 59.0 9.25
> 2009-01-20 -97.5 -42.50
> 2009-01-21 -14.0 30.75
> 2009-01-22 -7.0 -11.25
> 2009-01-23 -13.0 -2.00
>
More information about the R-help
mailing list