import matplotlib.pyplot as plt
import arviz as az
az.style.use("arviz-doc")
data = az.load_arviz_data("centered_eight")
az.plot_mcse(data, var_names=["tau", "mu"], rug=True, extra_methods=True)
plt.show()
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