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st: Choice of clustering of standard errors


From   Alice <aapdm_999@yahoo.co.uk>
To   statalist@hsphsun2.harvard.edu
Subject   st: Choice of clustering of standard errors
Date   Tue, 21 Jul 2009 10:50:53 +0000 (GMT)

Dear Statalist,

I have a panel of bilateral trade flows that varies across industries and over time. Therefore the data vary across exporters, importers, industries and years.

I am also including
- exporter/sector/year fixed effects
- importer/sector/year fixed effects
- pair/sector fixed effects
- pair/year fixed effects

in addition to my variables of interest (that vary across pairs, sectors and years).

I need to cluster my standard errors but I am unsure about the dimension around which I should cluster. I have tried to cluster around pair/sectors, among other choices, but Stata tells me that my variance matrix is nonsingular.

Is there any standard way of deciding around which dimensions to cluster? Any suggestions?

Many thanks.

Alice.


      

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