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st: Including interaction term when using hireg
From
Katherine Picho <[email protected]>
To
[email protected]
Subject
st: Including interaction term when using hireg
Date
Thu, 20 Mar 2014 15:17:05 -0400
I have a regression model that I'd like to perform hierarchical
regression on where model 1 & 2 adds IVs, and model 3 adds the
interaction between independent variables in the 2nd model. The
interaction would be between a dichotomous variable and a continuous
one. I am using stata 12
my model is as follows:
model 1: y= bo + b1x1 +b2x2
model 2: y = b0 + b1x +b2x + b3X3 +b4X4
model 3: (adds the interaction terrn )==> y = b0 + b1x +b2x + b3X +b4X
+b5 (x4*x5)
since hireg command wont allow interactions terms specified directly
(ie i.x3##x4)-- what I did was generate the interaction variable in
stata using the gen command
gen x5 = i.x3*x4
and then include that in the hireg command as follows
hireg y (x1 x2) (x3 x4) (x5)
I'd like to know if I'm on the right track or completely off base with
respect to how I handled this. Any feedback would be greatly
appreciated. thanks!
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