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Re: Fw: st: comparing coefficients across models


From   Dalhia <ggs_da@yahoo.com>
To   "statalist@hsphsun2.harvard.edu" <statalist@hsphsun2.harvard.edu>
Subject   Re: Fw: st: comparing coefficients across models
Date   Tue, 7 Aug 2012 07:31:23 -0700 (PDT)

David, thanks once again for helping me think this through. I reran with regress, and the VIF coefficient is less than 10 when I run model separtely for the two groups, and higher than 10 when I rerun with whole sample, and with the interaction with the dummy. I also checked the multicollinearity for the fixed effects panel model by running vif, uncentered (same finding as above). 


thanks again
Dalhia



----- Original Message -----
From: David Hoaglin <dchoaglin@gmail.com>
To: statalist@hsphsun2.harvard.edu
Cc: 
Sent: Sunday, August 5, 2012 7:17 PM
Subject: Re: Fw: st: comparing coefficients across models

Dalhia,

You are using -xtreg-, but I don't recall seeing a description of the
panel structure in your data.

What information on the collinearity problem do you get when you use
-regress- instead?

David Hoaglin

On Sat, Aug 4, 2012 at 4:45 PM, Dalhia <ggs_da@yahoo.com> wrote:
>
> David,
>
>
> Thank you so much for helping me think this through. I very much appreciate it.
>
> Here are the sample sizes for group_dummy (0/1)
>
> group dummy
>             |      Freq.     Percent        Cum.
> ------------+-----------------------------------
>           0 |      6,298       81.85       81.85
>           1 |      1,397       18.15      100.00
> ------------+-----------------------------------
>       Total |      7,695      100.00
>
> Your assumptions are correct. Business group dummy is different from group_dummy. Also, the group_dummy in the interaction model is 0 when group==1 and 1 when group ==2. Also, I am only interested in whether the slope against x3 differs when group_dummy=0/1. I am not intersted in the intercept for the group dummy. From what I understand, I can get at the slope for x3 by running the regression for the two groups separately, and then comparing the coefficients for x3. Is this correct? Or are you saying something different?
>
> As you suggested I also looked at the graphs for the relationship between the two variables that are highly correlated (degree centrality and betweenness centrality) for (1) the whole sample, (2) for group_dummy==0 and (3) for group_dummy==1. The three graphs look extremely similar with a negative, slightly curving slope (I can't seem to figure out how to attach a file, and not get my mail bounced from statalist). Also, I apologize, but I made a mistake in my earlier email, the high correlation is between x1 degree centrality and x3 betweenness centrality, and not between x1 and x2.
>
> Thanks once again for your help
> Dalhia

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