R Create a copy of a column where the new column is offset by some fixed amount
I'm looking to create a copy of an existing column in a dataframe that is offset by a number of rows.
E.g. if column2 is a copy of column1 offset by 1, then
> dataframe
$column1
[1] 1 2 3 4 5
$column2
[1] 0 1 2 3 4
I've had some success with the following code:
offset7 <- rep(0, 7)
dataframe$column1.prev7 = c(offset7, dataframe$column1[1:(length(dataframe$column1)-7)])
However it starts giving er开发者_C百科rors if I offset by 30 or more. My data is long enough for this not to be a problem of the offset being larger than the number of rows. The error is:
Error in dataframe$column1[1:(length(dataframe$column1) - 30)] :
only 0's may be mixed with negative subscripts
Thanks in advance! A fast loop free version that plays nice with plyr would be preferred. The intention here is to break up the timeseries data into various lags up to a year and then analyse the results in various ways.
Please use a proper time-series class for time-series operations. Popular favourites are zoo and xts both of which have plenty of documentation.
As a simple example, consider
> library(xts)
> foo <- xts(100:109, order.by=Sys.Date()+0:9)
> merge(foo, l1=lag(foo,1), lm1=lag(foo,-1))
foo l1 lm1
2010-11-18 100 NA 101
2010-11-19 101 100 102
2010-11-20 102 101 103
2010-11-21 103 102 104
2010-11-22 104 103 105
2010-11-23 105 104 106
2010-11-24 106 105 107
2010-11-25 107 106 108
2010-11-26 108 107 109
2010-11-27 109 108 NA
>
But just don't do it by hand. And do search here for '[r] xts' or [r] zoo' to search within the R tag.
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