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Re: Main and interaction effect in Cox Prop Hazards

Posted by Martin Holt-3 on Oct 06, 2019; 1:55pm
URL: http://spssx-discussion.165.s1.nabble.com/Re-Main-and-interaction-effect-in-Cox-Prop-Hazards-tp5738390p5738445.html

Bruce

"RTFM"

The Manual says that the best way forward is to use the Google Group "MedStats".

(I'm biased....I'm the Founder :))

Kind Regards

Martin 

Freelance Medical Statistician

If you can't explain it simply, you don't understand it well enough.....Einstein


Concise

Encyclopedia

of Biostatistics for

Medical Professionals 


Martin P. Holt

https://www.crcpress.com/Concise-Encyclopedia-of-Biostatistics-for-Medical-Professionals/Indrayan-Holt/9781482243871


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On Saturday, 21 September 2019, 00:15:41 BST, Bruce Weaver <[hidden email]> wrote:


Rich Ulrich wrote
> I'm not sure what Bruce was saying about coefficients.

I'll try again.  Here are the B values for the two variables of interest and
their interaction:

B(drink) = 0.566 = ln(HR) for drink when ses = 0 (i.e., reference category)
B(ses) = 0.393 = ln(HR) for ses when drink = 0 (i.e., reference category)

B(interaction) = -0.094

Therefore:
0.566 -0.094 = 0.472 = ln(HR) for drink when ses = 1
0.393 -0.094 = 0.299 = ln(HR) for ses when drink = 1

The interaction term tests the differences between 0.566 and 0.472 (for
drink) and between 0.393 and 0.299 (for ses). 

And of course, those ln(HR) values are adjusted for the other variables in
the model. 

Is this clearer? 




-----
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Bruce Weaver
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