ECDF Plot (Comparison)#

See also

API Documentation: plot_ecdf()

../_images/mpl_plot_ecdf_comparison.png 

import matplotlib.pyplot as plt
from scipy.stats import norm, ecdf

import arviz as az

az.style.use("arviz-doc")

sample1 = norm(0, 1).rvs(1000, random_state=523)
sample2 = norm(0.1, 1).rvs(1000, random_state=74)

az.plot_ecdf(
    sample1, cdf=ecdf(sample2).cdf.evaluate, difference=True, confidence_bands=True, ci_prob=0.9
)

plt.show()

Download Python Source Code: matplotlib/mpl_plot_ecdf_comparison.py


import matplotlib.pyplot as plt
from scipy.stats import norm, ecdf

import arviz as az

az.style.use("arviz-doc")

sample1 = norm(0, 1).rvs(1000, random_state=523)
sample2 = norm(0.1, 1).rvs(1000, random_state=74)

az.plot_ecdf(
    sample1,
    cdf=ecdf(sample2).cdf.evaluate,
    difference=True,
    confidence_bands=True,
    ci_prob=0.9,
    backend="bokeh",
)

Download Python Source Code: bokeh/bokeh_plot_ecdf_comparison.py