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RE: st: Interaction term for dummy variables


From   anju parthan <aparthan@yahoo.com>
To   statalist@hsphsun2.harvard.edu
Subject   RE: st: Interaction term for dummy variables
Date   Thu, 24 Feb 2005 12:54:56 -0800 (PST)

Thanks Maarten and Jeff

I think it makes sense. 

Anju
--- "Moore, Jeffrey E" <moore45@purdue.edu> wrote:

> Yes, Maarten...you probably said it better than my
> explanation.  Thanks.
> Hope these are helpful, Anju.
> Jeff
> 
> 
> 
> -----Original Message-----
> From: owner-statalist@hsphsun2.harvard.edu
> [mailto:owner-statalist@hsphsun2.harvard.edu] On
> Behalf Of maartenbuis
> Sent: Thursday, February 24, 2005 3:21 PM
> To: statalist@hsphsun2.harvard.edu
> Subject: Re: st: Interaction term for dummy
> variables
> 
> --- anju parthan <aparthan@y...> wrote:
> > However, I am concerned that if we calculate the
> > interaction terms by multiplying the two dummy
> coded
> > variables, in this case Male and BackPain,  we are
> > combining some of the categories into the same
> group. 
> > 
> > For example,in the above sample 
> > 
> > ID=1 &  Male*BackPain=0 represents male without
> back
> > pain, whereas 
> > ID=3 &  Male*BackPain=0 represents female with
> back
> > pain, and
> > ID=8 &  Male*BackPain=0 represents female without
> back
> > pain.
> 
> Dear Anju,
> An interaction term means that we think that the
> effect of one
> variable is different for different types of
> individuals, e.g. Males
> and Females. So if we think that Males react
> differently to backpain
> than females we would estimate the following model:
> 
> Y = b0 + b1*backpain + b3*male*backpain + b2*male
> 
> which can be rewritten as:
> 
> Y = b0 + (b1 + b3*male)*backpain + b2*male
> 
> 
> Now the effect of backpain for females (male==0) is
> b1 + b3*0 = b1.
> The effect of backpain for males (male==1) is b1 +
> b3*1 = b1 + b3.
> 
> So it is the COMBINATION of the variables backpain
> and male*backpain
> that ensures we are estimating both effects of
> backpain.
> 
> Hope this helps,
> Maarten
> 
> 
> 
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=====
____________________________________________________________
 
Anju Parthan, 
Doctoral Candidate, 
The University of Texas at Austin, PHAR-PHARMACY ADMIN 
1 UNIVERSITY STATION A 1930, AUSTIN, TX-78712 
Tel: (512) 459-4942; Fax: (512) 471-8762




		
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