Density PlotΒΆ
API documentation: plot_density()
Python source code: [download source: matplotlib/mpl_plot_density.py]
import matplotlib.pyplot as plt
import arviz as az
az.style.use("arviz-darkgrid")
centered_data = az.load_arviz_data("centered_eight")
non_centered_data = az.load_arviz_data("non_centered_eight")
az.plot_density(
[centered_data, non_centered_data],
data_labels=["Centered", "Non Centered"],
var_names=["theta"],
shade=0.1,
)
plt.show()
Python source code: [download source: bokeh/bokeh_plot_density.py]
import arviz as az
centered_data = az.load_arviz_data("centered_eight")
non_centered_data = az.load_arviz_data("non_centered_eight")
ax = az.plot_density(
[centered_data, non_centered_data],
data_labels=["Centered", "Non Centered"],
var_names=["theta"],
shade=0.1,
backend="bokeh",
)