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mfouesneau committed Oct 22, 2024
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62 changes: 31 additions & 31 deletions chapters/problems/straightline/straighlinefit_emcee.html
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<img alt="../../../_images/fd83950a8c54af837358d7c6417845b746c7235dee9ef51e3d24907bd30460b7.png" src="../../../_images/fd83950a8c54af837358d7c6417845b746c7235dee9ef51e3d24907bd30460b7.png" />
<img alt="../../../_images/fa2f8cb9c71926e25c863decc92df54fe1bd8e7c391f819ec689b7eecfef40c1.png" src="../../../_images/fa2f8cb9c71926e25c863decc92df54fe1bd8e7c391f819ec689b7eecfef40c1.png" />
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<p>Without outlier modeling:</p>
<ul class="simple">
<li><p>$\alpha$ = 39.6 [38.5, 40.9]</p></li>
<li><p>$\beta$ = 0.238 [0.211, 0.266]</p></li>
<li><p>$\alpha$ = 39.6 [38.4, 40.8]</p></li>
<li><p>$\beta$ = 0.239 [0.212, 0.266]</p></li>
</ul>
<img alt="../../../_images/bfefedca0a2262dadc7d83159b5774f46223588890ca25ca340070ed28a9a77f.png" src="../../../_images/bfefedca0a2262dadc7d83159b5774f46223588890ca25ca340070ed28a9a77f.png" />
<img alt="../../../_images/d9a313871b42522535fda00a95e3581dacb9f2da9c78122f402f7c04466c2fe0.png" src="../../../_images/d9a313871b42522535fda00a95e3581dacb9f2da9c78122f402f7c04466c2fe0.png" />
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<p>It’s clear from this plot that the outliers exerts a disproportionate influence on the fit.</p>
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Expand Up @@ -912,7 +912,7 @@ <h3>Coding<a class="headerlink" href="#coding" title="Permalink to this heading"
<span class="ne">ExecutableNotFound</span>: failed to execute PosixPath(&#39;dot&#39;), make sure the Graphviz executables are on your systems&#39; PATH
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Expand Down Expand Up @@ -1067,7 +1067,7 @@ <h3>Coding<a class="headerlink" href="#coding" title="Permalink to this heading"
<span class="ne">ExecutableNotFound</span>: failed to execute PosixPath(&#39;dot&#39;), make sure the Graphviz executables are on your systems&#39; PATH
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;graphviz.graphs.Digraph at 0x7f6a07ac1940&gt;
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