Hi,
after standardizing my data by dividing each covariate by its mean,  the hazard ratio of variables ranges btw ~ 0.5 and 3.55. when i test the PH assumption by cox.zph, rho ranges btw  -0.4235863 and  0.359827. visualizing the PH assumption by plot, the plot of scaled schoefeld residuals against transformed time doesn't give a line with slope 0 for all covariates. note that there are 100 covariates and 300 samples.

Look forward to your reply,

Carol

 
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