"""
Autocorrelation Plot
====================
_gallery_category: Inference Diagnostics
"""

import matplotlib.pyplot as plt

import arviz as az

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

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

plt.show()