rendered the website with a new solution file

docs/GP_Solutions.html

@@ -254,7 +254,7 @@ <h5 class="anchored" data-anchor-id="challenges">Challenges</h5>
 <div class="sourceCode cell-code" id="cb6"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Pulling the data from the NEON data base. </span></span>
 <span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a>target <span class="ot">&lt;-</span> readr<span class="sc">::</span><span class="fu">read_csv</span>(<span class="st">"https://data.ecoforecast.org/neon4cast-targets/ticks/ticks-targets.csv.gz"</span>, <span class="at">guess_max =</span> <span class="fl">1e1</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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-<pre><code>Rows: 601 Columns: 5
+<pre><code>Rows: 637 Columns: 5
 ── Column specification ────────────────────────────────────────────────────────
 Delimiter: ","
 chr  (3): site_id, variable, iso_week
@@ -756,8 +756,8 @@ <h6 class="anchored" data-anchor-id="fit-a-gp-model-for-all-the-locations-more-a
 OSBS 1.2057049
 SCBI 0.8610973
 SERC 0.9532001
-TALL 0.8883320
-UKFS 0.9521605</code></pre>
+TALL 1.2216955
+UKFS 2.0705090</code></pre>
 </div>
 </div>
 

docs/Stats_review.html

@@ -353,7 +353,7 @@ <h1>Random Variables (RVs)</h1>
 <li>discrete (numbers of items or successes)</li>
 <li>continuous (heights, times, weights)</li>
 </ul>
-<p>We usually use capital letters – e.g.&nbsp;<span class="math inline">X</span>, <span class="math inline">Y</span>, sometimes with bold or with subscripts – to denote the RVs. In contrast we use lower case letters, e.g.&nbsp;<span class="math inline">x</span>, <span class="math inline">y</span>, <span class="math inline">k</span>, to denote the values that the RV takes. For instance, lets say that the heights of the woman at Virginia Tech are the RV, <span class="math inline">X</span>, and <span class="math inline">X</span> has a normal distribution with mean 62 inches and variance 6<span class="math inline">^2</span>, i.e., <span class="math inline">X \sim \mathrm{N}(62,6^2)</span> distribution. Say we then observe the heights of 3 individuals drawn from this distribution – we would write this as: <span class="math inline">x=(</span> 60.3, 62.9, 63.8 <span class="math inline">)</span>.</p>
+<p>We usually use capital letters – e.g.&nbsp;<span class="math inline">X</span>, <span class="math inline">Y</span>, sometimes with bold or with subscripts – to denote the RVs. In contrast we use lower case letters, e.g.&nbsp;<span class="math inline">x</span>, <span class="math inline">y</span>, <span class="math inline">k</span>, to denote the values that the RV takes. For instance, lets say that the heights of the woman at Virginia Tech are the RV, <span class="math inline">X</span>, and <span class="math inline">X</span> has a normal distribution with mean 62 inches and variance 6<span class="math inline">^2</span>, i.e., <span class="math inline">X \sim \mathrm{N}(62,6^2)</span> distribution. Say we then observe the heights of 3 individuals drawn from this distribution – we would write this as: <span class="math inline">x=(</span> 69.2, 63.3, 61.3 <span class="math inline">)</span>.</p>
 <p><br> <br> </p>
 </section>
 <section id="probability-distributions" class="level1">
@@ -577,7 +577,7 @@ <h1>Probability Distributions in <code>R</code></h1>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">rnorm</span>(<span class="dv">3</span>, <span class="at">mean=</span><span class="dv">0</span>, <span class="at">sd=</span><span class="dv">1</span>) <span class="do">## random draws</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
-<pre><code>[1] 1.410971 1.186608 0.194505</code></pre>
+<pre><code>[1] -1.1472029 -0.2967273 -1.4990834</code></pre>
 </div>
 </div>
 <div class="cell">