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st: specify base year for interacted factor variable.
From
Daifeng He <[email protected]>
To
[email protected]
Subject
st: specify base year for interacted factor variable.
Date
Thu, 17 May 2012 16:23:41 -0400
Dear all,
I am running a panel model regressing y on a continous variable x,
year dummies, and an interaction of x with the year dummies. I have
three years of data 1999, 2000 and 2001 and I wan to specify the first
year 1999 to be the base year. However, when trying to use the factor
variable commands to do the job, I can only sucessfully make the 1999
as baseyear for the year dummies, but I cannot make 1999 as the base
year for the interaction term -- it's always 2001 which is dropped.
(Please see the Stata output below).
Does anyone know how I can get 1999 to be the base year for the
year#c.x interaction term? Any insight would be appreciated!
Thanks,
Daifeng
. xtreg y ib1999.year#c.x i.year, i(id) fe
note: 2001.year#c.x omitted because of collinearity
Fixed-effects (within) regression Number of obs = 3027
Group variable: id Number of groups = 1029
R-sq: within = 0.0036 Obs per group: min = 1
between = 0.0076 avg = 2.9
overall = 0.0046 max = 3
F(4,1994) = 1.81
corr(u_i, Xb) = 0.0409 Prob > F = 0.1252
------------------------------------------------------------------------------
y | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
year#c.x |
1999 | 3.345423 3.330076 1.00 0.315 -3.18537 9.876217
2000 | 1.934874 3.289485 0.59 0.556 -4.516315 8.386062
2001 | (omitted)
|
year |
2000 | 1.422862 1.469454 0.97 0.333 -1.458965 4.304689
2001 | 3.554589 1.46647 2.42 0.015 .6786138 6.430563
|
_cons | 195.3646 1.04039 187.78 0.000 193.3243 197.405
-------------+----------------------------------------------------------------
sigma_u | 55.369127
sigma_e | 32.73169
rho | .74103537 (fraction of variance due to u_i)
------------------------------------------------------------------------------
F test that all u_i=0: F(1028, 1994) = 6.85 Prob > F = 0.0000
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