Re: [R] Manually Calculating Odds from POLR Model

From: John Fox <jfox_at_mcmaster.ca>
Date: Sat 13 Aug 2005 - 09:22:23 EST


Dear Tate,

If I understand correctly what you're asking, the formulas are on p. 21 of the paper at
<http://socserv.socsci.mcmaster.ca/jfox/Papers/logit-effect-displays.pdf>. But why do you want to do this when you can get the fitted probabilities from predict()?

I hope this helps.
 John



John Fox
Department of Sociology
McMaster University
Hamilton, Ontario
Canada L8S 4M4
905-525-9140x23604
http://socserv.mcmaster.ca/jfox

> -----Original Message-----
> From: r-help-bounces@stat.math.ethz.ch
> [mailto:r-help-bounces@stat.math.ethz.ch] On Behalf Of Tate Avery
> Sent: Friday, August 12, 2005 2:50 PM
> To: r-help@stat.math.ethz.ch
> Subject: [R] Manually Calculating Odds from POLR Model
>
> Hello,
>
> I am using polr(...) to generate a model. The summary shows
> the coefficients and the intercepts.
>
> For example:
>
> coefficient for x1 = c1
> coefficient for x2 = c2
>
> intercept A|B = i1
> intercept B|C = i2
>
> I can then run predict(..., type="p") with the model and see
> the odds for each factor.
>
> For example:
>
> A B C
> 1 0.3 0.5 0.2
> 2 0.4 0.1 0.5
>
> What I really want to be able to do is take the 2
> coefficients, the 2 intercepts, the x1 & x2 values and
> manually calculate the probabilities generated by predict().
>
> I have been searching quite extensively for the underlying
> calculations that transform the polr output and the input
> variables into the final output odds. I have tried a number
> of dead-end roads so far.
>
> So, if anyone has any information on how to do this or where
> I can find out, I would be extremely grateful.
>
> Thank you for your time,
> Tate Avery
>
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R-help@stat.math.ethz.ch mailing list
https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html Received on Sat Aug 13 09:29:50 2005

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