Autocorrelation Plot

API documentation: plot_autocorr()

Matplotlib

Python source code: [download source: matplotlib/mpl_plot_autocorr.py]

import matplotlib.pyplot as plt

import arviz as az

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

data = az.load_arviz_data("centered_eight")
az.plot_autocorr(data, var_names=("tau", "mu"))

plt.show()

Bokeh

Python source code: [download source: bokeh/bokeh_plot_autocorr.py]

import arviz as az

data = az.load_arviz_data("centered_eight")
ax = az.plot_autocorr(data, var_names="tau", backend="bokeh")

Example gallery Bayesian p-value Posterior plot