I'm running the following using the lifelines package:
cph = CoxPHFitter()
cph.fit(data, duration_col='T', event_col='vital_status', show_progress=True)
cph.print_summary()
However I'm getting all Hazard ratios equal to 1 (exp(coef) and the same for the confidence intervals
coef exp(coef) se(coef) coef lower 95% coef upper 95% exp(coef) lower 95% exp(coef) upper 95%
0.00 1.00 0.00 -0.00 0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 -0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
0.00 1.00 0.00 -0.00 0.00 1.00 1.00
0.00 1.00 0.00 -0.01 0.01 0.99 1.01
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
0.00 1.00 0.00 -0.00 0.00 1.00 1.00
0.00 1.00 0.00 -0.00 0.00 1.00 1.00
0.00 1.00 0.00 -0.00 0.00 1.00 1.00
0.00 1.00 0.00 -0.00 0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
-0.00 1.00 0.00 -0.00 0.00 1.00 1.00
Have I gone wrong somewhere? How likely is it that all Hazard Ratios should be exactly 1?
Thanks [1]: https://i.stack.imgur.com/aI6sZ.png