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st: Dummy variable p value question
Suppose you have an interval dependent variable Y, an interval
independent variable B and a nominal variable C. C has four
categories, C1, C2, C3 and C4. C is coded by four dummy variables, C1
through C4, with the value 1 when "in play" and the value 0 otherwise.
One may regress Y on B and C1 through C4 by dropping the constant:
Model A: reg Y B C1 C2 C3 C4, nocon
Alternatively, one may keep the constant but drop a category to avoid
falling into the dummy variable trap. The constant replaces the
dropped category:
Model B: reg Y B C1 C2 C3
If what I have said is correct, why are the p values different for C1
through C3 between the two models? And should not the p value for C4
in Model A be the same as for the constant in Model B?
Thx.
Jimmy Verner
Graduate Student
University of Texas at Dallas
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