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Test the PH assumption with KM curves

After learning about the proportional hazards assumption, you realize that the Cox PH model you built using prison DataFrame has not been tested. You will test the proportional hazards assumption for the categorical variable fin using Kaplan-Meier curves.

cph is the fitted Cox PH model using all columns, and it has been loaded. A KaplanMeierFitter class kmf has also been instantiated.

The CoxPHFitter class, the KaplanMeierFitter class, and the matplotlib.pyplot module have been imported. The pandas and numpy libraries are imported as pd and np, respectively.

This exercise is part of the course

Survival Analysis in Python

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Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Fit to fin == 0
____

# Plot survival curve for fin == 0
ax = ____
Edit and Run Code