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st: RE: difference between robust and cluster option


From   "Ma, Guang" <[email protected]>
To   "[email protected]" <[email protected]>
Subject   st: RE: difference between robust and cluster option
Date   Fri, 16 Jul 2010 04:54:59 +0000

Anyone is welcomed to correct me if I made any mistake.

I think cluster can take good care of both heteroskedasticity and serial correlation, as long as you cluster in a panel way. "robust" is just heteroskedasticity consistent since it uses 1/(1-h)^2 as weights. Check this paper: Petersen, M. A. 2009. "Estimating standard errors in finance panel data sets: Comparing approaches." Review of Financial Studies 22 (1): 435-480.


Guang Ma
Accounting Department
The University of Texas at Dallas
School of Management, SM41
Richardson, TX 75080



-----Original Message-----
From: [email protected] [mailto:[email protected]] On Behalf Of Jing Zhou
Sent: Thursday, July 15, 2010 8:34 PM
To: [email protected]
Subject: st: difference between robust and cluster option

To control for the heteroskedasticity and serial correlation in FE and RE models, do I need to add only "robust" or both "robust"and "cluster" option in the corresponding command? And after this remedy, is it unnecessary to worry about the two problems? 


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