2. Non parametric estimators#

[1]:

import numpy as np
import matplotlib.pyplot as plt
from relife import KaplanMeier, Gompertz, NelsonAalen
from relife.datasets import load_circuit_breaker

2.1. Basics#

[2]:

time, event, entry = load_circuit_breaker()

km = KaplanMeier().fit(time, event, entry)

2.2. Plots#

[3]:

km.plot.sf()

[3]:

<Axes: >

../_images/user_guide_demo_nonparametric_5_1.png

[4]:

km = KaplanMeier().fit(time, event, entry)
gompertz = Gompertz().fit(time, event, entry)

[5]:

na = NelsonAalen().fit(time, event, entry)

[6]:

na.plot.chf()
plt.show()

../_images/user_guide_demo_nonparametric_8_0.png