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st: Predicted values from difference-in-difference regression
From
Jonas Eeg Madsen <[email protected]>
To
<[email protected]>
Subject
st: Predicted values from difference-in-difference regression
Date
Sun, 9 Jun 2013 12:57:42 +0200
Dear All
I am trying to repost this question and hope that some of you can help me. I
have specified, a written what how I have tried to do in stata
I have made a difference-in-difference regression with data from 3 years:
2010 2011 2012. The reform I am testing was in 2010, and the next two years
is post reform. So 2010 is reference category.
My data is 3 times the actual number of observations. So every local
government appears
3 times, one for 2010, 2011 and 2012.
reg andel_pleje fisk i.aarstal c.fisk*i.aarstal enlige socio antal_børn
Region ireland
or
reg x1 i.x2 c.x1#i.x2 k1 k2 k3 k4 k5
x1 are fiscal pressure or not, 0 or 1
x2_2011 are dummies for 2010, 2011, 2012 with 1,2 or 3
c.x1#i.x2 are interaction terms
k1-k5 are control variables
So my intent is to predict values on Y for the three years 2010, 2011 &
2012. The values has to be split on the two categories on x1 (fisk ) which
is fiscal pressure or not Basically I want the values to be shown in a graph
with y-values on Y and 2010, 2011 & 2012 on the X, and then two lines for
fiscal pressure or not
A graph as here: https://picasaweb.google.com/lh/phot...eat=directlink
Here is my regression output:
(Std. Err. adjusted for 98 clusters in Komnr)
Robust
andel_pleje Coef. Std. Err. t P>t [95% Conf. Interval]
1.fisk 8.589873 2.680336 3.20 0.002 3.270147 13.9096
aarstal
2 4.237324 1.206105 3.51 0.001 1.84354
6.631108
3 3.675572 1.072663 3.43 0.001 1.546633
5.80451
aarstal#fisk
2 1 -2.381917 1.376892 -1.73 0.087 -5.114666
.3508329
3 1 -2.087134 1.417584 -1.47 0.144 -4.900646
.7263768
Enlige 1.092447 .8246021 1.32 0.188 -.5441598
2.729054
Socio .0460545 .0754113 0.61 0.543 -.1036159
.195725
Antal -.0001882 .000101 -1.86 0.065 -.0003886
.0000123
Region 4.178592 1.330501 3.14 0.002 1.537915
6.819268
ireland 6.696347 11.2325 0.60 0.552 -15.59705
28.98975
_cons 17.09208 10.03276 1.70 0.092 -2.820169
37.00433
Here is what I have tried, but it doesn?t reflect the right colleration:
margins, at (fisk=(0 1) aarstal =(1 2 3) ireland=(0)) atmeans asbalanced
marginsplot
I hope I have made my question clear, otherwise please ask again
Thanks for any help
/Jonas
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