GMM - questions: dummy variables and large Ts

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larchalr14
Posts: 4
Joined: Tue Apr 05, 2016 1:34 pm

GMM - questions: dummy variables and large Ts

Postby larchalr14 » Tue Apr 05, 2016 1:39 pm

I am running regression on bank profitability and different variables.

My question is why won't GMM let me use my dummy variable? Is there a different way I can specify my dummy variable? (whether or not a bank is consider a community bank).

Second, I have 82 banks with 4 years. Is this a large enough sample size and observation size?

Thank you so much for your help. I've been looking all over the internet and in books for the answer.

startz
Non-normality and collinearity are NOT problems!
Posts: 3797
Joined: Wed Sep 17, 2008 2:25 pm

Re: GMM - questions: dummy variables and large Ts

Postby startz » Tue Apr 05, 2016 3:25 pm

What does GMM do when you try, i.e. what do you mean by GMM won't let you?

larchalr14
Posts: 4
Joined: Tue Apr 05, 2016 1:34 pm

Re: GMM - questions: dummy variables and large Ts

Postby larchalr14 » Wed Apr 06, 2016 12:34 pm

It gives me "Near singular matrix" and as soon as I get rid of the dummy variable it runs.

startz
Non-normality and collinearity are NOT problems!
Posts: 3797
Joined: Wed Sep 17, 2008 2:25 pm

Re: GMM - questions: dummy variables and large Ts

Postby startz » Wed Apr 06, 2016 12:36 pm

Check whether you are in the dummy variable trap.


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