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st: Different results for 1:1-merging using the same variables (int & string)
From
"Hofbaur, Ulrich" <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: Different results for 1:1-merging using the same variables (int & string)
Date
Wed, 13 Feb 2013 18:07:12 +0000
Dear all,
I have an issue with conducting a 1:1-merge in Stata. The merge is based on two variables. The 1. variable (string) consists of exactly 6 digits. The 2. variable (integer) consists of exactly 4 digits (no variation in the length of digits in either of the two variables). I tried two versions, and the they both yielded different results. Please, further note that I use the same file to merge and the variables differ
Option 1: Defining a 10-digit string variable. Therefore, convert "var 2" to string and then sum var1 and var2. Hence, I obtain" var3" (which is a 10-digit string; again no variation w.r.t to the length of 10-digits) and merge (1:1) on "var3". → Results in 15,839 matches
Option 2: Merge (1:1) on var1 and var2 as separate variables → Results in 14,227
Does anybody know where this difference comes from. My gut feeling tells me that Option 2 is the more reliable one. However, I lack evidence on that. The abbreviated Do-File is attached.
Thank you very much for your support!
Best,
Ulrich
******* Do File **************
use F:\001_Forschung\Daten\Cash&Acquisitions\file_A_prelim.dta, clear
* Option 1
gen acquirorcusip_year=cusip_6dgt+next_year //corresponds to var 3 in the above description
gen length_cusip_6dgt=length(cusip_6dgt)
gen length_announcement_year=length(next_year)
gen length_acquirorcusip_year=length(acquirorcusip_year)
sum length_cusip_6dgt length_announcement_year length_acquirorcusip_year
Variable Obs Mean Std. Dev. Min Max
length_cus~t 196217 6 0 6 6
length_ann~r 196217 4 0 4 4
length_acq~r 196217 10 0 10 10
* Option 2
gen announcement_year=next_year // corresponds to var 2 in the above description. Rename due to file_B
destring announcement_year, replace
gen acquirorcusip=cusip_6dgt // corresponds to var 1 in the above description.
sort acquirorcusip announcement_year
save file_A.dta, replace
* Option 1: Merge on the joint string variable
use file_A.dta, clear
merge 1:1 acquirorcusip_year using F:\001_Forschung\Daten\Cash&Acquisitions\file_B.dta
Result # of obs.
-----------------------------------------
not matched 191,640
from master 180,378 (_merge==1)
from using 11,262 (_merge==2)
matched 15,839 (_merge==3)
-----------------------------------------
* Option 2: Merge on two separate variables
use file_A.dta, clear
merge 1:1 acquirorcusip announcement_year using F:\001_Forschung\Daten\Cash&Acquisitions\file_B.dta
Result # of obs.
-----------------------------------------
not matched 194,864
from master 181,990 (_merge==1)
from using 12,874 (_merge==2)
matched 14,227 (_merge==3)
-----------------------------------------
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