Different estimated coefficients when modeling the dummies
Posted: Sat Mar 21, 2015 8:09 pm
Hi,
I would like to show the behavior of a variable during specific hours of a day.
For example, for AUD we have a dummy variable (D_LOC) which covers from 23:00-06:00 and another dummy (D_FOR) which covers the remaining hours of a day, from 06:00-23:00.
Now problem is, I get different results when I model them together vs. when I model them separately. I have attached the outcomes.
Interestingly, when I model them separately the constant coefficients are same as the dummy coefficients when I model them together.
My question is which one should I pick?
Regards,
Siroos
I would like to show the behavior of a variable during specific hours of a day.
For example, for AUD we have a dummy variable (D_LOC) which covers from 23:00-06:00 and another dummy (D_FOR) which covers the remaining hours of a day, from 06:00-23:00.
Now problem is, I get different results when I model them together vs. when I model them separately. I have attached the outcomes.
Interestingly, when I model them separately the constant coefficients are same as the dummy coefficients when I model them together.
My question is which one should I pick?
Regards,
Siroos