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diff --git a/bayes_dice.html b/bayes_dice.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/beta_binomial.html b/beta_binomial.html
@@ -161,9 +161,12 @@
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/bookstore.html b/bookstore.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/chap01.html b/chap01.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/chap02.html b/chap02.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/chap03.html b/chap03.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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diff --git a/chap04.html b/chap04.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/chap05.html b/chap05.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/chap06.html b/chap06.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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diff --git a/chap07.html b/chap07.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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diff --git a/chap08.html b/chap08.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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diff --git a/chap09.html b/chap09.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

diff --git a/chap10.html b/chap10.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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diff --git a/chap11.html b/chap11.html
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
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 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
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 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
-<ul class="current nav bd-sidenav">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>

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-        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Front Matter</span></p>
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="preface.html">Preface</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Chapters</span></p>
+<ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="chap01.html">Probability</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap02.html">Bayes’s Theorem</a></li>
 <li class="toctree-l1"><a class="reference internal" href="chap03.html">Distributions</a></li>