Rogers robust standard errors

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oksanakim
Posts: 58
Joined: Wed Apr 04, 2012 10:38 am

Rogers robust standard errors

Postby oksanakim » Fri Mar 04, 2016 9:18 am

Hello All

I am looking for the way to estimate an OLS model using the Rogers robust standard errors, which is supposed to control not only for firm-level dependence, but also for dependence within each cluster. I understand that White correction corrects for the former but not for the latter. Is there any built in option for the Rogers se? I haven't located any and the Eviews guidance does not contain any discussion for this. Thank you.

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: Rogers robust standard errors

Postby EViews Glenn » Sun Mar 06, 2016 1:59 pm

My understanding is that Rogers robust standard errors are a name for clustered standard errors. I'm not sure why we need yet another name, but there you have it. Clustered standard errors are available in EViews in a panel structured workfile and are denoted White-period standard errors (since we conceptually think of there being cross-period, within cluster correlation).

There are many, many threads in the forum on estimating clustered standard errors. A quick search brings up, for example:

http://forums.eviews.com/viewtopic.php? ... ster#p4315

What you'll probably need to do is to structure your workfile as an undated panel with cross-section ID given by the cluster variable. Once you do, you'll have access to the panel structure covariances including White-period. But that's just an assumption; if you describe your data in greater detail someone can offer additional guidance.

oksanakim
Posts: 58
Joined: Wed Apr 04, 2012 10:38 am

Re: Rogers robust standard errors

Postby oksanakim » Mon Mar 07, 2016 12:01 pm

Thank you Glen, I will try your suggestions. Much appreciated.


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