Posterior Histograms

Posterior Histograms#

Faceted histogram plots for 1D marginals of the distribution. The point_estimate_text option is set to False to omit that visual from the plot.

Matplotlib

Matplotlib version of plot_dist_hist

Bokeh

Link to this page with the bokeh tab selected

Plotly

Link to this page with the plotly tab selected

from arviz_base import load_arviz_data

import arviz_plots as azp

azp.style.use("arviz-variat")

data = load_arviz_data("centered_eight")
pc = azp.plot_dist(
    data,
    kind="hist",
    visuals={"point_estimate_text": False},
    backend="none"  # change to preferred backend
)
pc.show()

Other examples with `plot_dist`#

Faceted ECDF plots for 1D marginals of the distribution

Posterior ECDFs

KDE plot of the variable mu from the centered eight model. The sample_dims parameter is used to restrict the KDE computation along the draw dimension only.”