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st: merging spell data to episode data
I am trying to merge spell data to episode data. For example, my spell data
looks something like this (with dates formatted as dates in Stata):
id startd endd othervars
1 jan1,2006 mar15,2006 5
1 mar16,2006 jun1,2006 13
1 jun2,2006 mar1,2007 7
2 feb7,2006 mar3,2006 6
2 jun4,2006 sep5,2006 6
(None of the spells overlap, but there are gaps).
And my episode data looks somthing like this:
id date otherstuff
1 feb1,2006 7
1 feb2,2007 8
2 mar3,2006 3
For each episode, I'd like to merge on the data from the spell that covers
it. Ideally, there would be a merging rule that would merge by id if date
is in the range specified by startd and endd, but I can't find any commands
that do this.
I have searched the stata help files, the internet, and the statlist
archives. Do you have any suggestions? My inelegant ideas include:
Turn the spell data into date data by making one observation for every date,
retaining startd and endd with every observation, and then merge. This
isn't a good plan because my dataset is very large.
Use "joinby" to merge every pairwise combination of observations by id.
Then, if date isn't between startd and endd, discard the observation.
However, I'd prefer to retain unmatched spells and episodes, and this
strategy would make it harder to locate them.
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