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Chapters/Prior_posterior_predictive_checks.qmd

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@@ -309,7 +309,7 @@ To build intuition on how to interpret the PIT-ECDF plots we are going to explor
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First we show the KDEs of the observed data and the predictions.
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```{python}
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#| label: fig-post_ppc_pit_ecdf_alt_kde
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#| label: fig-post_ppc_pit_ecdf_alt_0
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#| fig-cap: "Posterior predictive check with KDEs showing four alternative scenarios."
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observed = pz.Normal(0, 1).rvs(500)
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```{python}
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#| label: fig-post_ppc_pit_ecdf_alt_kde
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#| label: fig-post_ppc_pit_ecdf_alt_1
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#| fig-cap: "Posterior predictive check with ECDFs showing four alternative scenarios."
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azp.plot_ppc_dist(idata_i,
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kind="ecdf",
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Finally, we show the PIT-ECDFs.
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```{python}
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#| label: fig-post_ppc_pit_ecdf_alt_kde
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#| label: fig-post_ppc_pit_ecdf_alt_2
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#| fig-cap: "Posterior predictive check with PIT-ECDFs showing four alternative scenarios."
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azp.plot_ppc_pit(idata_i,
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plot_kwargs={"ylabel":False},

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