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diff --git a/docs/Exercises/exercises1.html b/docs/Exercises/exercises1.html
@@ -185,6 +185,12 @@
   <a href="../Presentations/presentation3.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Presentation 3: ggplot2</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Presentations/presentation4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R</span></a>
+  </div>
 </li>
       </ul>
   </li>
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- <span class="menu-text">Exercise 4, part 1: Statistics</span></a>
+ <span class="menu-text">Exercise 4, part 1: Applied Statistics</span></a>
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- <span class="menu-text">Exercise 4, part 2: Statistics</span></a>
+ <span class="menu-text">Exercise 4, part 2: Applied Statistics</span></a>
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   <a href="../Solutions/exercises3_SOLUTIONS.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Exercise 3 - Solution</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Solutions/presentation4_solutions.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
+  </div>
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- <span class="menu-text">Exercise 4, part 1 - Solution</span></a>
+ <span class="menu-text">Exercise 4, Part 1 - Solution</span></a>
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- <span class="menu-text">Exercise 4, part 2 - Solution</span></a>
+ <span class="menu-text">Exercise 4, Part 2 - Solution</span></a>
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diff --git a/docs/Exercises/exercises2.html b/docs/Exercises/exercises2.html
@@ -151,6 +151,12 @@
   <a href="../Presentations/presentation3.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Presentation 3: ggplot2</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Presentations/presentation4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R</span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -190,13 +196,13 @@
           <li class="sidebar-item">
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- <span class="menu-text">Exercise 4, part 1: Statistics</span></a>
+ <span class="menu-text">Exercise 4, part 1: Applied Statistics</span></a>
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+ <span class="menu-text">Exercise 4, part 2: Applied Statistics</span></a>
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   <a href="../Solutions/exercises3_SOLUTIONS.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Exercise 3 - Solution</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Solutions/presentation4_solutions.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
+  </div>
 </li>
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- <span class="menu-text">Exercise 4, part 1 - Solution</span></a>
+ <span class="menu-text">Exercise 4, Part 1 - Solution</span></a>
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diff --git a/docs/Exercises/exercises3.html b/docs/Exercises/exercises3.html
@@ -185,6 +185,12 @@
   <a href="../Presentations/presentation3.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Presentation 3: ggplot2</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Presentations/presentation4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R</span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -224,13 +230,13 @@
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- <span class="menu-text">Exercise 4, part 1: Statistics</span></a>
+ <span class="menu-text">Exercise 4, part 1: Applied Statistics</span></a>
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- <span class="menu-text">Exercise 4, part 2: Statistics</span></a>
+ <span class="menu-text">Exercise 4, part 2: Applied Statistics</span></a>
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   <a href="../Solutions/exercises3_SOLUTIONS.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Exercise 3 - Solution</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Solutions/presentation4_solutions.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
+  </div>
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- <span class="menu-text">Exercise 4, part 1 - Solution</span></a>
+ <span class="menu-text">Exercise 4, Part 1 - Solution</span></a>
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+ <span class="menu-text">Exercise 4, Part 2 - Solution</span></a>
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diff --git a/docs/Exercises/exercises4_PART1.html b/docs/Exercises/exercises4_PART1.html
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@@ -299,20 +299,20 @@
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-  <a href="../Solutions/presentation4_solutions.qmd" class="sidebar-item-text sidebar-link">
+  <a href="../Solutions/presentation4_solutions.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
   </div>
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- <span class="menu-text">Exercise 4, part 1 - Solution</span></a>
+ <span class="menu-text">Exercise 4, Part 1 - Solution</span></a>
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- <span class="menu-text">Exercise 4, part 2 - Solution</span></a>
+ <span class="menu-text">Exercise 4, Part 2 - Solution</span></a>
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diff --git a/docs/Exercises/exercises4_PART2.html b/docs/Exercises/exercises4_PART2.html
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+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../Exercises/exercises1.html">Exercises 🏋🏽</a></li><li class="breadcrumb-item"><a href="../Exercises/exercises4_PART2.html">Exercise 4, part 2: Applied Statistics</a></li></ol></nav>
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@@ -214,6 +214,12 @@
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+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Presentations/presentation4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R</span></a>
+  </div>
 </li>
       </ul>
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+ <span class="menu-text">Exercise 4, part 1: Applied Statistics</span></a>
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+</li>
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+ <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
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- <span class="menu-text">Exercise 4, part 1 - Solution</span></a>
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+<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../Exercises/exercises1.html">Exercises 🏋🏽</a></li><li class="breadcrumb-item"><a href="../Exercises/exercises4_PART2.html">Exercise 4, part 2: Applied Statistics</a></li></ol></nav>
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diff --git a/docs/Exercises/exercises5.html b/docs/Exercises/exercises5.html
@@ -185,6 +185,12 @@
   <a href="../Presentations/presentation3.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Presentation 3: ggplot2</span></a>
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+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Presentations/presentation4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R</span></a>
+  </div>
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  <span class="menu-text">Exercise 3 - Solution</span></a>
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+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Solutions/presentation4_solutions.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
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diff --git a/docs/Presentations/data.html b/docs/Presentations/data.html
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   <a href="../Presentations/presentation3.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Presentation 3: ggplot2</span></a>
   </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../Presentations/presentation4.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R</span></a>
+  </div>
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+ <span class="menu-text">Exercise 4, part 1: Applied Statistics</span></a>
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+  <a href="../Solutions/presentation4_solutions.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Presentation 4: Applied Statistics in R - Solutions</span></a>
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+ <span class="menu-text">Exercise 4, Part 2 - Solution</span></a>
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