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st: Looping a poisson regression analysis for levelsof a variable
From
Tim Evans <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: Looping a poisson regression analysis for levelsof a variable
Date
Fri, 12 Oct 2012 09:35:10 +0100
Dear all,
I am running a Poisson regression on counts of surgery between two periods (Stata 11.2), however what I have is more than two periods in my data. Want I want to do is work out a loop that keeps the base period, but then cycles through the other periods. In this I have realized that my variable needs to be coded 0,1 or 1,2 etc, but my periods are 0,1,2,3,4. I cant 'keep' periods 0 and 2 as this returns incorrect IRRs.
My data are set up as follows
age period st pyears
1 0 1266 1002323
2 0 3230 1687257
3 0 1251 614507
1 1 1553 1061158
2 1 4072 1665670
3 1 1517 658308
1 2 1536 1033397
2 2 4648 1739356
3 2 1700 671664
1 3 1562 1065275
2 3 5452 1799757
3 3 1770 649461
1 4 1901 1189778
2 4 6311 1900265
3 4 1765 651825
The code I have tried and failed with is this (it fails to restore the data so that I can keep period 0 and 2, period 0 and 3 and so on) At the finish I would like to age for each age group, IRR for period 1 v 0, period 2 v 0, period 3 v 0 and period 4 v 0:
levelsof period, local(levels)
levelsof age, local(age)
preserve
foreach l of local levels {
foreach a of local age {
keep if period==0 | period==`l'
tab period
replace period = 1 if period==`l'
cap nois: poisson st period if age==`a' & inlist(period, 0,`l'), exposure(pyears) irr
}
}
restore
Best wishes
Tim
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