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diff --git a/en/.doctrees/blog/posts/2023/plot_ppc.doctree b/en/.doctrees/blog/posts/2023/plot_ppc.doctree
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diff --git a/en/_images/ppc_anim.mp4 b/en/_images/ppc_anim.mp4
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diff --git a/en/_images/rug_example.png b/en/_images/rug_example.png
diff --git a/en/_sources/blog/posts/2023/plot_ppc.ipynb.txt b/en/_sources/blog/posts/2023/plot_ppc.ipynb.txt
diff --git a/en/blog.html b/en/blog.html
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+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h2 class="ablog-post-title">
+      <a href="blog/posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h2>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="blog/posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
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+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
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+      </li>
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+    <h2 class="ablog-post-title">
+      <a href="posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h2>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../_images/ppc_rugby_home_effect.png" /></p>
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+    <p class="ablog-post-expand"><a href="posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
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+        17 November 2023
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+    <h3 class="ablog-post-title">
+      <a href="posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h3>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
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+    <title>ArviZ in depth: plot_ppc</title>
+    <updated>2023-11-17T00:00:00+00:00</updated>
+    <author>
+      <name>Oriol Abril Pla</name>
+    </author>
+    <content type="html">&lt;p class="ablog-post-excerpt"&gt;&lt;p&gt;All the tips (and tricks) you never knew you needed to use plot_ppc&lt;/p&gt;
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+    <link href="https://oriolabrilpla.cat/en/blog/posts/2023/plot_ppc.html" rel="alternate"/>
+    <summary>All the tips (and tricks) you never knew you needed to use plot_ppc</summary>
+    <category term="modelcriticism" label="model criticism"/>
+    <category term="posteriorpredictive" label="posterior predictive"/>
+    <category term="visualization" label="visualization"/>
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   <entry>
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+  <div class="section ablog-post">
+    <ul class="blog-pre-title">
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+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h3 class="ablog-post-title">
+      <a href="posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h3>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
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+
   <div class="section ablog-post">
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diff --git a/en/blog/author/oriol-abril-pla.html b/en/blog/author/oriol-abril-pla.html
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+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h2 class="ablog-post-title">
+      <a href="../posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h2>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="../posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
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+
   <div class="section ablog-post ablog-post-image">
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diff --git a/en/blog/category.html b/en/blog/category.html
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+  <div class="section ablog-post">
+    <ul class="blog-pre-title">
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+
+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h3 class="ablog-post-title">
+      <a href="posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h3>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
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+  <div class="section ablog-post">
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+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h3 class="ablog-post-title">
+      <a href="posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h3>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
+  </div>
+
   <div class="section ablog-post">
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diff --git a/en/blog/category/arviz.html b/en/blog/category/arviz.html
@@ -414,6 +414,24 @@ <h1 class="ablog-compilation-heading">
 
   <div class="blog-post-grid">
 
+  <div class="section ablog-post ablog-post-image">
+    <ul class="blog-pre-title">
+      <li>
+
+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h2 class="ablog-post-title">
+      <a href="../posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h2>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="../posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
+  </div>
+
   <div class="section ablog-post ablog-post-image">
     <ul class="blog-pre-title">
       <li>

diff --git a/en/blog/category/python.html b/en/blog/category/python.html
@@ -414,6 +414,24 @@ <h1 class="ablog-compilation-heading">
 
   <div class="blog-post-grid">
 
+  <div class="section ablog-post ablog-post-image">
+    <ul class="blog-pre-title">
+      <li>
+
+        <i class="fa-regular fa-calendar-days"></i>
+        17 November 2023
+
+      </li>
+    </ul>
+    <h2 class="ablog-post-title">
+      <a href="../posts/2023/plot_ppc.html">ArviZ in depth: plot_ppc</a>
+    </h2>
+    <p class="ablog-post-excerpt"><p>All the tips (and tricks) you never knew you needed to use plot_ppc</p>
+<img alt="" class="hidden-metadata" src="../../_images/ppc_rugby_home_effect.png" /></p>
+
+    <p class="ablog-post-expand"><a href="../posts/2023/plot_ppc.html"><em>Read more ...</em></a></p>
+  </div>
+
   <div class="section ablog-post ablog-post-image">
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diff --git a/en/blog/posts/2019/loo-cv-transformed-data.html b/en/blog/posts/2019/loo-cv-transformed-data.html
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+  <a href="../../category/python.html">python</a>
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