[R] Hazard ratio

Ashta sewashm at gmail.com
Thu Dec 10 15:40:48 CET 2009


David,

Thank you very much for your response.

I fitted the model as  factor instead of numeric.

coxfit1 <- coxph(Surv(sdat$time, sdat$cens)~factor(y1)+factor(x2)
                               coef         exp(coef)  se(coef)      z
       Pr(>|z|)
factor(y1)2  0.036161  1.036822  0.083921  0.431   0.6665
factor(y1)3  -0.510124  0.600421  0.088901 -5.738  9.57e-09 ***
factor(x2)2  -0.510124  0.600421  0.088901 -5.738  9.57e-09 ***



What are those values?   Is it comparing in reference to the first
class of each covariate?

Thanks again.






On Thu, Dec 10, 2009 at 8:33 AM, Ashta <sewashm at gmail.com> wrote:
> Hi all,
>
> I want to calculate  hazard  ratio within each covariate
>
>
> Example, one covariate has 3 classes (1,2 and 3) and x2 has 2 classes
>
> I want to compare the relative risk ratio within each class of the covariate.
>  How do I get this result ? .
>
>
> The other question is that how do I interpret  the second column in
> the second panel  (i.e., exp(-coef))
>
> I used the model
> coxfit1 <- coxph(Surv(sdat$time, sdat$cens)~ y1+x2)
>
>           coef       exp(coef)  se(coef)       z          Pr(>|z|)
> y1    -0.024084  0.976204  0.003077 -7.828 5.00e-15 ***
> x2     0.036161  1.036822  0.083921  0.431   0.6665
>
>         exp(coef)  exp(-coef)   lower .95    upper .95
>  y1      0.9762     1.0244       0.9703         0.9821
> x2      1.0368      0.9645       0.8796         1.2222
>
>
> Thanks in advance
>




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