[R] Odds Ratios in rms package
Sebastian Pölsterl
sebastian at poelsterl.net
Wed Jun 20 18:12:49 CEST 2012
Hi,
I'm using the rms package to do regression analysis using the lrm
function. Retrieving odds ratios is possible using summary.rms. However,
I could not find any information on how exactly the odds ratios for
continuous variables are calculated. It doesn't appear to be the odds
ratio at 1 unit increase, because the output of summary.rms did not
match the coefficient's value.
E.g. print gives me:
Coef S.E. Wald Z Pr(>|Z|)
age 0.1166 0.0289 4.04 <0.0001
whereas summary gives me:
Factor Low High Diff. Effect S.E. Lower 0.95 Upper 0.95
age 27.0000 37.00000 10.0000 0.78 0.20 0.40 1.17
Odds Ratio 27.0000 37.00000 10.0000 2.19 NA 1.49 3.22
Does anybody know how these values are obtained, especially in the
presence of interactions?
Best regards,
Sebastian
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