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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-54fb76e2
+1c9229ec
diff --git a/TemperatureData.jld2 b/TemperatureData.jld2
diff --git a/material/1_mon/envs/envs_handout.html b/material/1_mon/envs/envs_handout.html
@@ -759,7 +759,7 @@ <h3 class="anchored" data-anchor-id="adding-dependencies">Adding dependencies</h
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-5" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-lines="3" data-code-annotation="1" data-code-cell="annotated-cell-5">let’s directly add a compat entry for ProgressMeter</span>
+<span data-code-cell="annotated-cell-5" data-code-lines="3" data-code-annotation="1">let’s directly add a compat entry for ProgressMeter</span>
 </dd>
 </dl>
 </section>
@@ -792,23 +792,23 @@ <h3 class="anchored" data-anchor-id="compat-entries">Compat entries</h3>
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-6" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-lines="2" data-code-annotation="1" data-code-cell="annotated-cell-6">[1.0.0-2)</span>
+<span data-code-cell="annotated-cell-6" data-code-lines="2" data-code-annotation="1">[1.0.0-2)</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="2">2</dt>
 <dd>
-<span data-code-lines="3" data-code-annotation="2" data-code-cell="annotated-cell-6">[1.5.0-2)</span>
+<span data-code-cell="annotated-cell-6" data-code-lines="3" data-code-annotation="2">[1.5.0-2)</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="3">3</dt>
 <dd>
-<span data-code-lines="4" data-code-annotation="3" data-code-cell="annotated-cell-6">[1.5.3-2)</span>
+<span data-code-cell="annotated-cell-6" data-code-lines="4" data-code-annotation="3">[1.5.3-2)</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="4">4</dt>
 <dd>
-<span data-code-lines="5" data-code-annotation="4" data-code-cell="annotated-cell-6">[1.5.6]</span>
+<span data-code-cell="annotated-cell-6" data-code-lines="5" data-code-annotation="4">[1.5.6]</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="5">5</dt>
 <dd>
-<span data-code-lines="7" data-code-annotation="5" data-code-cell="annotated-cell-6">[0.2.3 - 0.3)</span>
+<span data-code-cell="annotated-cell-6" data-code-lines="7" data-code-annotation="5">[0.2.3 - 0.3)</span>
 </dd>
 </dl>
 <p>As you can see, develop version (<code>version &lt; 1</code>) are treated a bit special in Julia, and different to <code>semver</code>. <a href="https://pkgdocs.julialang.org/v1/compatibility/#compat-pre-1.0">Read more here</a></p>
@@ -840,7 +840,7 @@ <h3 class="anchored" data-anchor-id="internals-of-a-package">Internals of a pack
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-7" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-lines="2" data-code-annotation="1" data-code-cell="annotated-cell-7">We use GLMakie as a simple example as you need it on Wednesday again anyway - it does take a while to install though!</span>
+<span data-code-cell="annotated-cell-7" data-code-lines="2" data-code-annotation="1">We use GLMakie as a simple example as you need it on Wednesday again anyway - it does take a while to install though!</span>
 </dd>
 </dl>
 <p>Now we are ready to use the package from a different environment</p>

diff --git a/material/1_mon/firststeps/firststeps_handout.html b/material/1_mon/firststeps/firststeps_handout.html
diff --git a/material/3_wed/linalg/slides.html b/material/3_wed/linalg/slides.html
diff --git a/material/3_wed/vis/handout.html b/material/3_wed/vis/handout.html
@@ -580,7 +580,7 @@ <h2 class="anchored" data-anchor-id="bonus-makie-interactivity">Bonus: Makie Int
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-5" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-lines="5" data-code-cell="annotated-cell-5" data-code-annotation="1"><code>@lift</code> does the heavy lifting (hrhr) here. It adds a listener to <code>obs_ix</code>, whenever that value is changed, the value of the output of <code>@lift</code> is changed as well ## Task 2: Interactivity <a href="../../../material/3_wed/vis/tasks.html#2">Click here for the next task</a></span>
+<span data-code-annotation="1" data-code-lines="5" data-code-cell="annotated-cell-5"><code>@lift</code> does the heavy lifting (hrhr) here. It adds a listener to <code>obs_ix</code>, whenever that value is changed, the value of the output of <code>@lift</code> is changed as well ## Task 2: Interactivity <a href="../../../material/3_wed/vis/tasks.html#2">Click here for the next task</a></span>
 </dd>
 </dl>
 </section>

diff --git a/material/4_thu/parallel/slides.html b/material/4_thu/parallel/slides.html
diff --git a/projectwork.html b/projectwork.html
@@ -20,6 +20,40 @@
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+/* CSS for syntax highlighting */
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+pre > code.sourceCode > span { display: inline-block; line-height: 1.25; }
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+.sourceCode { overflow: visible; }
+code.sourceCode > span { color: inherit; text-decoration: inherit; }
+div.sourceCode { margin: 1em 0; }
+pre.sourceCode { margin: 0; }
+@media screen {
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+}
+@media print {
+pre > code.sourceCode { white-space: pre-wrap; }
+pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
+}
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+  { counter-reset: source-line 0; }
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+  { position: relative; left: -4em; counter-increment: source-line; }
+pre.numberSource code > span > a:first-child::before
+  { content: counter(source-line);
+    position: relative; left: -1em; text-align: right; vertical-align: baseline;
+    border: none; display: inline-block;
+    -webkit-touch-callout: none; -webkit-user-select: none;
+    -khtml-user-select: none; -moz-user-select: none;
+    -ms-user-select: none; user-select: none;
+    padding: 0 4px; width: 4em;
+  }
+pre.numberSource { margin-left: 3em;  padding-left: 4px; }
+div.sourceCode
+  {   }
+@media screen {
+pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
+}
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@@ -62,6 +96,8 @@
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+  <script src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
+  <script src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-chtml-full.js" type="text/javascript"></script>
 
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@@ -371,7 +407,13 @@
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar"><div class="quarto-margin-header"><div class="margin-header-item">
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 </div></div>
-
+        <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
+    <h2 id="toc-title">On this page</h2>
+
+  <ul>
+  <li><a href="#project-analyzing-spatial-data" id="toc-project-analyzing-spatial-data" class="nav-link active" data-scroll-target="#project-analyzing-spatial-data">Project: Analyzing Spatial Data</a></li>
+  </ul>
+</nav>
     </div>
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@@ -394,9 +436,19 @@ <h1 class="title">Project Work</h1>
 </header>
 
 <p>A considerable of time will be dedicated to project work allowing you to apply the skills you have learnt during the summer school.</p>
-<p>We encourage you to bring your own problem (e.g.&nbsp;something related to your own research) and try to build a small software package for that problem. Moreover, we will provide alternative problems to be solved.</p>
+<p>We encourage you to bring your own problem (e.g.&nbsp;something related to your own research) and try to build a small software package for that problem.</p>
+<p>Moreover, we will provide alternative problems to be solved:</p>
+<section id="project-analyzing-spatial-data" class="level2">
+<h2 class="anchored" data-anchor-id="project-analyzing-spatial-data">Project: Analyzing Spatial Data</h2>
+<p>In this project, we propose to write a package that allows for the statistical analysis of spatially indexed data.</p>
+<p>Before starting, you might look at an data example. To this end, download <a href="TemperatureData.jld2">TemperatureData.jld2</a> and read this data via</p>
+<div class="sourceCode" id="cb1"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="im">using</span> <span class="bu">JLD2 </span><span class="pp">@load</span> <span class="st">"TemperatureData.jld2"</span> <span class="op">\</span><span class="co">## potentially correct your path</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<p>This will give you data frames with information on weather stations in the Netherlands, summer temperature means (in <span class="math inline">\(0.1^\circ\mathrm{C}\)</span>) and summer temperature maxima (in <span class="math inline">\(0.1^\circ\mathrm{C}\)</span>). It is reasonable to assume that the temperature data are temporally independent. Furthermore, assuming a normal distribution at each station is quite common for this type of data.</p>
+<p>A reasonable package could for instance contain functions to estimate means and standard deviations station-by-station, fit linear models for <span class="math inline">\(\mu\)</span> or <span class="math inline">\(\log(\sigma)\)</span> (with, e.g., geographic coordinates as covariates), or, provided that <span class="math inline">\(\sigma\)</span> is constant over space, a linear model for the data themselves (with repetitions.) $</p>
 
 
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+    "text": "A considerable of time will be dedicated to project work allowing you to apply the skills you have learnt during the summer school.\nWe encourage you to bring your own problem (e.g. something related to your own research) and try to build a small software package for that problem.\nMoreover, we will provide alternative problems to be solved:"
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+    "text": "Project: Analyzing Spatial Data\nIn this project, we propose to write a package that allows for the statistical analysis of spatially indexed data.\nBefore starting, you might look at an data example. To this end, download TemperatureData.jld2 and read this data via\n\nusing JLD2 @load \"TemperatureData.jld2\" \\## potentially correct your path\nThis will give you data frames with information on weather stations in the Netherlands, summer temperature means (in \\(0.1^\\circ\\mathrm{C}\\)) and summer temperature maxima (in \\(0.1^\\circ\\mathrm{C}\\)). It is reasonable to assume that the temperature data are temporally independent. Furthermore, assuming a normal distribution at each station is quite common for this type of data.\nA reasonable package could for instance contain functions to estimate means and standard deviations station-by-station, fit linear models for \\(\\mu\\) or \\(\\log(\\sigma)\\) (with, e.g., geographic coordinates as covariates), or, provided that \\(\\sigma\\) is constant over space, a linear model for the data themselves (with repetitions.) $"
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