Patient soreness treatment
You are studying a treatment for muscle soreness recurrence in patients. You want to use the Kaplan-Meier estimator to visualize the rate at which patients receiving the treatment encounter soreness episodes.
The DataFrame is called recur and contains columns
age: the age of the patient;time_0: the time that the patient received the treatment;time_1: the last time of an event, or the last time you measured a censored patient;censor: whether the event is censored;
The pandas package is loaded as pd, the KaplanMeierFitter class is imported from lifelines, and the pyplot module has been import from matplotlib as plt.
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Survival Analysis in Python
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# Calculate duration
recur[____] = ____