Predictive check with KDEs

Predictive check with KDEs#

Plot of samples from the posterior predictive and observed data.

Matplotlib version of plot_ppc_dist

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from arviz_base import load_arviz_data

import arviz_plots as azp

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

dt = load_arviz_data("radon")
pc = azp.plot_ppc_dist(
    dt,
    backend="none",
)
pc.show()

See also

API Documentation: plot_ppc_dist

EABM chapter on Posterior predictive checks

Other examples with plot_ppc_dist#

Download Python Source Code: plot_ppc_dist.py

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