Structural breaks with panel data

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Estefaniame
Posts: 13
Joined: Wed Apr 12, 2017 11:13 am

Structural breaks with panel data

Unread post by Estefaniame »

Dear all
I would like to know if there is any procedure to test for structural breaks in case of having panel data. Thank you very much.
TomDoan
Posts: 7814
Joined: Wed Nov 01, 2006 4:36 pm

Re: Structural breaks with panel data

Unread post by TomDoan »

Structural breaks in what? Breaks are in models, not in data.
Estefaniame
Posts: 13
Joined: Wed Apr 12, 2017 11:13 am

Re: Structural breaks with panel data

Unread post by Estefaniame »

Yes, in the model. The behaviour of the involved variables do not seem to be the same before and after some moments in time.
Thank you beforehand.
TomDoan
Posts: 7814
Joined: Wed Nov 01, 2006 4:36 pm

Re: Structural breaks with panel data

Unread post by TomDoan »

In what model? There are very different techniques depending upon what the original model is, where the breaks are located (are they assumed to be at the same time period in each individual, or can they vary), etc.
Estefaniame
Posts: 13
Joined: Wed Apr 12, 2017 11:13 am

Re: Structural breaks with panel data

Unread post by Estefaniame »

In a fixed-effects model. A very simple one with panel data: one variable depending on other two. We suspect there are changes in certains moments in time because they make sense and we would like to REFLECT this fact in the model. We do not date or assume them before, we want the model to tell us. Is there any possibility to do it?
Thank you.
TomDoan
Posts: 7814
Joined: Wed Nov 01, 2006 4:36 pm

Re: Structural breaks with panel data

Unread post by TomDoan »

The usual way of handling that with panel data is to include time effects as well, which will allow for common time shifts of any form (trends, breaks, etc.). Note that those are for level shifts. If you are talking about something else, you need to be much more specific about what your model is when you allow for a break.
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