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Re: st: two-way fixed effects
First, you probably should estimate with -xtreg- particularly if you
are using robust or cluster to correct your standard errors. This is
the designated fixed-effects procedure in Stata and it uses more
appropriate cluster or robust corrections for the standard
errors. Note that you will still need to include the time-specific
dummies as -xtreg- has no option to supply them automatically.
Second, if you believe that yearly (or any time based) shocks (such
as say national shifts in in the business cycle) that affect all of
the relationships are present, you should include time-specific dummy
variables. But note that such models will be less efficient due to
the increase in the number of parameters that must be estimated. The
larger t-statistic you mention probably stems from greater
multicollinearity in a two- rather than a one-way fixed-effects model.
Dave Jacobs
At 03:29 PM 6/24/2008, you wrote:
Dear Statalist,
I have an old question, which command should I use for two-way fixed
effects? For example if I want to control both year and firm fixed
effects. I find two methods as follows:
1)
. egen dummy = group(firm year)
. xi: reg quantity price i.dummy
and 2)
. xi: reg quantity price i.firm i.year
I find the two methods gave the same estimation of coefficient, but
method 2) seems to yield a large t-stat. Could someone please advise
which one should I use?
Many thanks!
Martin
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