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diff --git a/actuarial.html b/actuarial.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/behavioral.html b/behavioral.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/bias.html b/bias.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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@@ -4660,7 +4660,7 @@ <h4><span class="header-section-number">16.9.9.5</span> Next steps<a href="bias.
 </details>
 <table>
 <caption>
-<span id="tab:unnamed-chunk-820">Table 16.1: </span>Differential Item Functioning After Resolving DIF in Item 5.
+<span id="tab:unnamed-chunk-821">Table 16.1: </span>Differential Item Functioning After Resolving DIF in Item 5.
 </caption>
 <thead>
 <tr>

diff --git a/cat.html b/cat.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/clinical.html b/clinical.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/cognition.html b/cognition.html
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 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/constructs.html b/constructs.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/diversity.html b/diversity.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/ethics.html b/ethics.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/evidence-based.html b/evidence-based.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/factor-analysis-PCA.html b/factor-analysis-PCA.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/gTheory.html b/gTheory.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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+<meta name="date" content="2023-11-16" />
 
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diff --git a/index.html b/index.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
-<meta name="date" content="2023-11-15" />
+<meta name="date" content="2023-11-16" />
 
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   <meta name="apple-mobile-web-app-capable" content="yes" />
@@ -2155,7 +2155,7 @@ <h1>
 <h1 class="title">Principles of Psychological Assessment: With Applied Examples in R</h1>
 <h2 class="subtitle"><em>version 1.0.6</em></h2>
 <p class="author"><em>Isaac T. Petersen</em></p>
-<p class="date"><em>2023-11-15</em></p>
+<p class="date"><em>2023-11-16</em></p>
 </div>
 <div id="book-cover" class="section level1 unnumbered hasAnchor">
 <h1>Book Cover<a href="index.html#book-cover" class="anchor-section" aria-label="Anchor link to header"></a></h1>

diff --git a/intellectual.html b/intellectual.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/interview.html b/interview.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/intro.html b/intro.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
-<meta name="date" content="2023-11-15" />
+<meta name="date" content="2023-11-16" />
 
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diff --git a/irt.html b/irt.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
-<meta name="date" content="2023-11-15" />
+<meta name="date" content="2023-11-16" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1" />
   <meta name="apple-mobile-web-app-capable" content="yes" />
@@ -3722,8 +3722,8 @@ <h3><span class="header-section-number">8.5.4</span> CFA<a href="irt.html#irt-tw
 <span id="cb511-4"><a href="irt.html#cb511-4" aria-hidden="true" tabindex="-1"></a>  <span class="at">layout =</span> <span class="st">&quot;tree2&quot;</span>,</span>
 <span id="cb511-5"><a href="irt.html#cb511-5" aria-hidden="true" tabindex="-1"></a>  <span class="at">edge.label.cex =</span> <span class="fl">1.5</span>)</span></code></pre></div>
 </details>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-359"></span>
-<img src="Book_files/figure-html/unnamed-chunk-359-1.png" alt="Item Factor Analysis Diagram of Two-Parameter Logistic Model." width="100%" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-360"></span>
+<img src="Book_files/figure-html/unnamed-chunk-360-1.png" alt="Item Factor Analysis Diagram of Two-Parameter Logistic Model." width="100%" />
 <p class="caption">
 Figure 8.47: Item Factor Analysis Diagram of Two-Parameter Logistic Model.
 </p>
@@ -4101,8 +4101,8 @@ <h3><span class="header-section-number">8.6.5</span> CFA<a href="irt.html#irt-tw
 <span id="cb536-4"><a href="irt.html#cb536-4" aria-hidden="true" tabindex="-1"></a>  <span class="at">layout =</span> <span class="st">&quot;tree2&quot;</span>,</span>
 <span id="cb536-5"><a href="irt.html#cb536-5" aria-hidden="true" tabindex="-1"></a>  <span class="at">edge.label.cex =</span> <span class="fl">1.5</span>)</span></code></pre></div>
 </details>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-364"></span>
-<img src="Book_files/figure-html/unnamed-chunk-364-1.png" alt="Item Factor Analysis Diagram of Two-Parameter Multidimensional Logistic Model." width="100%" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-365"></span>
+<img src="Book_files/figure-html/unnamed-chunk-365-1.png" alt="Item Factor Analysis Diagram of Two-Parameter Multidimensional Logistic Model." width="100%" />
 <p class="caption">
 Figure 8.55: Item Factor Analysis Diagram of Two-Parameter Multidimensional Logistic Model.
 </p>
@@ -4792,8 +4792,8 @@ <h3><span class="header-section-number">8.12.2</span> Answers<a href="irt.html#e
 <li>Below is a figure of item characteristic curves:</li>
 </ol></li>
 </ol>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-388"></span>
-<img src="Book_files/figure-html/unnamed-chunk-388-1.png" alt="Exercise 1a: Item Characteristic Curves." width="100%" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-389"></span>
+<img src="Book_files/figure-html/unnamed-chunk-389-1.png" alt="Exercise 1a: Item Characteristic Curves." width="100%" />
 <p class="caption">
 Figure 8.85: Exercise 1a: Item Characteristic Curves.
 </p>
@@ -4803,8 +4803,8 @@ <h3><span class="header-section-number">8.12.2</span> Answers<a href="irt.html#e
 <li>Below is a figure of item boundary characteristic curves:</li>
 </ol></li>
 </ol>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-389"></span>
-<img src="Book_files/figure-html/unnamed-chunk-389-1.png" alt="Exercise 2b: Item Boundary Characteristic Curves." width="100%" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-390"></span>
+<img src="Book_files/figure-html/unnamed-chunk-390-1.png" alt="Exercise 2b: Item Boundary Characteristic Curves." width="100%" />
 <p class="caption">
 Figure 8.86: Exercise 2b: Item Boundary Characteristic Curves.
 </p>
@@ -4821,8 +4821,8 @@ <h3><span class="header-section-number">8.12.2</span> Answers<a href="irt.html#e
 <li>Below is a figure of item information curves:</li>
 </ol></li>
 </ol>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-390"></span>
-<img src="Book_files/figure-html/unnamed-chunk-390-1.png" alt="Exercise 2c: Item Information Curves." width="100%" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-391"></span>
+<img src="Book_files/figure-html/unnamed-chunk-391-1.png" alt="Exercise 2c: Item Information Curves." width="100%" />
 <p class="caption">
 Figure 8.87: Exercise 2c: Item Information Curves.
 </p>
@@ -4835,8 +4835,8 @@ <h3><span class="header-section-number">8.12.2</span> Answers<a href="irt.html#e
 <li></li>
 </ol></li>
 </ol>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-391"></span>
-<img src="Book_files/figure-html/unnamed-chunk-391-1.png" alt="Exercise 2e: Test Information Curve." width="100%" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-392"></span>
+<img src="Book_files/figure-html/unnamed-chunk-392-1.png" alt="Exercise 2e: Test Information Curve." width="100%" />
 <p class="caption">
 Figure 8.88: Exercise 2e: Test Information Curve.
 </p>

diff --git a/objective-personality.html b/objective-personality.html
@@ -23,7 +23,7 @@
 <meta name="author" content="Isaac T. Petersen" />
 
 
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diff --git a/prediction.html b/prediction.html
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 <meta name="author" content="Isaac T. Petersen" />
 
 
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@@ -3026,8 +3026,8 @@ <h3><span class="header-section-number">9.3.1</span> Empirical ROC Curve<a href=
 <details class=chunk-details open><summary class=chunk-summary><span class=chunk-summary-text>Code</span></summary>
 <div class="sourceCode" id="cb624"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb624-1"><a href="prediction.html#cb624-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(rocCurve, <span class="at">legacy.axes =</span> <span class="cn">TRUE</span>, <span class="at">print.auc =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
 </details>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-409"></span>
-<img src="Book_files/figure-html/unnamed-chunk-409-1.png" alt="Empirical Receiver Operating Characteristic Curve. AUC = Area under the receiver operating characteristic curve." width="768" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-410"></span>
+<img src="Book_files/figure-html/unnamed-chunk-410-1.png" alt="Empirical Receiver Operating Characteristic Curve. AUC = Area under the receiver operating characteristic curve." width="768" />
 <p class="caption">
 Figure 9.17: Empirical Receiver Operating Characteristic Curve. AUC = Area under the receiver operating characteristic curve.
 </p>
@@ -3060,8 +3060,8 @@ <h3><span class="header-section-number">9.3.2</span> Smooth ROC Curve<a href="pr
 <details class=chunk-details open><summary class=chunk-summary><span class=chunk-summary-text>Code</span></summary>
 <div class="sourceCode" id="cb627"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb627-1"><a href="prediction.html#cb627-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(rocCurveSmooth, <span class="at">legacy.axes =</span> <span class="cn">TRUE</span>, <span class="at">print.auc =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
 </details>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-411"></span>
-<img src="Book_files/figure-html/unnamed-chunk-411-1.png" alt="Smooth Receiver Operating Characteristic Curve. AUC = Area under the receiver operating characteristic curve." width="768" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-412"></span>
+<img src="Book_files/figure-html/unnamed-chunk-412-1.png" alt="Smooth Receiver Operating Characteristic Curve. AUC = Area under the receiver operating characteristic curve." width="768" />
 <p class="caption">
 Figure 9.19: Smooth Receiver Operating Characteristic Curve. AUC = Area under the receiver operating characteristic curve.
 </p>
@@ -7253,15 +7253,15 @@ <h3><span class="header-section-number">9.13.2</span> Answers<a href="prediction
 <li>The small mean error/bias <span class="math inline">\((0.0006)\)</span> indicates that predictions did not consistently under- or over-estimate the actual values to a considerable degree.</li>
 <li>Empirical ROC curve:</li>
 </ol>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-647"></span>
-<img src="Book_files/figure-html/unnamed-chunk-647-1.png" alt="Exercise 4: Empirical Receiver Operating Characteristic Curve." width="768" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-648"></span>
+<img src="Book_files/figure-html/unnamed-chunk-648-1.png" alt="Exercise 4: Empirical Receiver Operating Characteristic Curve." width="768" />
 <p class="caption">
 Figure 9.35: Exercise 4: Empirical Receiver Operating Characteristic Curve.
 </p>
 </div>
 <p>Smooth ROC curve:</p>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-648"></span>
-<img src="Book_files/figure-html/unnamed-chunk-648-1.png" alt="Exercise 4: Smooth Receiver Operating Characteristic Curve." width="768" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-649"></span>
+<img src="Book_files/figure-html/unnamed-chunk-649-1.png" alt="Exercise 4: Smooth Receiver Operating Characteristic Curve." width="768" />
 <p class="caption">
 Figure 9.36: Exercise 4: Smooth Receiver Operating Characteristic Curve.
 </p>
@@ -7273,8 +7273,8 @@ <h3><span class="header-section-number">9.13.2</span> Answers<a href="prediction
 The AUC of <span class="math inline">\(.84\)</span> indicates that the prediction model was moderately accurate in terms of discrimination.</li>
 <li>Calibration plot:</li>
 </ol>
-<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-649"></span>
-<img src="Book_files/figure-html/unnamed-chunk-649-1.png" alt="Exercise 5: Calibration Plot of Predicted Probability Versus Observed Probability." width="768" />
+<div class="figure" style="text-align: center"><span style="display:block;" id="fig:unnamed-chunk-650"></span>
+<img src="Book_files/figure-html/unnamed-chunk-650-1.png" alt="Exercise 5: Calibration Plot of Predicted Probability Versus Observed Probability." width="768" />
 <p class="caption">
 Figure 9.37: Exercise 5: Calibration Plot of Predicted Probability Versus Observed Probability.
 </p>

diff --git a/preface.html b/preface.html
@@ -23,7 +23,7 @@
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diff --git a/projective.html b/projective.html
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diff --git a/psychophysiological.html b/psychophysiological.html
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