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fjosw 2025-10-22 13:37:04 +00:00
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4
docs/pyerrors/fits.html
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@ -583,7 +583,7 @@
</span><span id="L-472"><a href="#L-472"><span class="linenos">472</span></a> <span class="n">hat_vector</span> <span class="o">=</span> <span class="n">prepare_hat_matrix</span><span class="p">()</span>
</span><span id="L-473"><a href="#L-473"><span class="linenos">473</span></a> <span class="n">A</span> <span class="o">=</span> <span class="n">W</span> <span class="o">@</span> <span class="n">hat_vector</span>
</span><span id="L-474"><a href="#L-474"><span class="linenos">474</span></a> <span class="n">P_phi</span> <span class="o">=</span> <span class="n">A</span> <span class="o">@</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">pinv</span><span class="p">(</span><span class="n">A</span><span class="o">.</span><span class="n">T</span> <span class="o">@</span> <span class="n">A</span><span class="p">)</span> <span class="o">@</span> <span class="n">A</span><span class="o">.</span><span class="n">T</span>
</span><span id="L-475"><a href="#L-475"><span class="linenos">475</span></a> <span class="n">expected_chisquare</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">trace</span><span class="p">((</span><span class="n">np</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="n">y_all</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="n">P_phi</span><span class="p">)</span> <span class="o">@</span> <span class="n">W</span> <span class="o">@</span> <span class="n">cov</span> <span class="o">@</span> <span class="n">W</span><span class="p">)</span>
</span><span id="L-475"><a href="#L-475"><span class="linenos">475</span></a> <span class="n">expected_chisquare</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">trace</span><span class="p">((</span><span class="n">np</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="n">y_all</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="n">P_phi</span><span class="p">)</span> <span class="o">@</span> <span class="n">W</span> <span class="o">@</span> <span class="n">cov</span> <span class="o">@</span> <span class="n">W</span><span class="p">)</span> <span class="o">+</span> <span class="nb">len</span><span class="p">(</span><span class="n">loc_priors</span><span class="p">)</span>
</span><span id="L-476"><a href="#L-476"><span class="linenos">476</span></a> <span class="n">output</span><span class="o">.</span><span class="n">chisquare_by_expected_chisquare</span> <span class="o">=</span> <span class="n">output</span><span class="o">.</span><span class="n">chisquare</span> <span class="o">/</span> <span class="n">expected_chisquare</span>
</span><span id="L-477"><a href="#L-477"><span class="linenos">477</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">silent</span><span class="p">:</span>
</span><span id="L-478"><a href="#L-478"><span class="linenos">478</span></a> <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;chisquare/expected_chisquare:&#39;</span><span class="p">,</span> <span class="n">output</span><span class="o">.</span><span class="n">chisquare_by_expected_chisquare</span><span class="p">)</span>
@ -1590,7 +1590,7 @@ Hotelling t-squared p-value for correlated fits.</li>
</span><span id="least_squares-473"><a href="#least_squares-473"><span class="linenos">473</span></a> <span class="n">hat_vector</span> <span class="o">=</span> <span class="n">prepare_hat_matrix</span><span class="p">()</span>
</span><span id="least_squares-474"><a href="#least_squares-474"><span class="linenos">474</span></a> <span class="n">A</span> <span class="o">=</span> <span class="n">W</span> <span class="o">@</span> <span class="n">hat_vector</span>
</span><span id="least_squares-475"><a href="#least_squares-475"><span class="linenos">475</span></a> <span class="n">P_phi</span> <span class="o">=</span> <span class="n">A</span> <span class="o">@</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">pinv</span><span class="p">(</span><span class="n">A</span><span class="o">.</span><span class="n">T</span> <span class="o">@</span> <span class="n">A</span><span class="p">)</span> <span class="o">@</span> <span class="n">A</span><span class="o">.</span><span class="n">T</span>
</span><span id="least_squares-476"><a href="#least_squares-476"><span class="linenos">476</span></a> <span class="n">expected_chisquare</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">trace</span><span class="p">((</span><span class="n">np</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="n">y_all</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="n">P_phi</span><span class="p">)</span> <span class="o">@</span> <span class="n">W</span> <span class="o">@</span> <span class="n">cov</span> <span class="o">@</span> <span class="n">W</span><span class="p">)</span>
</span><span id="least_squares-476"><a href="#least_squares-476"><span class="linenos">476</span></a> <span class="n">expected_chisquare</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">trace</span><span class="p">((</span><span class="n">np</span><span class="o">.</span><span class="n">identity</span><span class="p">(</span><span class="n">y_all</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">-</span> <span class="n">P_phi</span><span class="p">)</span> <span class="o">@</span> <span class="n">W</span> <span class="o">@</span> <span class="n">cov</span> <span class="o">@</span> <span class="n">W</span><span class="p">)</span> <span class="o">+</span> <span class="nb">len</span><span class="p">(</span><span class="n">loc_priors</span><span class="p">)</span>
</span><span id="least_squares-477"><a href="#least_squares-477"><span class="linenos">477</span></a> <span class="n">output</span><span class="o">.</span><span class="n">chisquare_by_expected_chisquare</span> <span class="o">=</span> <span class="n">output</span><span class="o">.</span><span class="n">chisquare</span> <span class="o">/</span> <span class="n">expected_chisquare</span>
</span><span id="least_squares-478"><a href="#least_squares-478"><span class="linenos">478</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">silent</span><span class="p">:</span>
</span><span id="least_squares-479"><a href="#least_squares-479"><span class="linenos">479</span></a> <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;chisquare/expected_chisquare:&#39;</span><span class="p">,</span> <span class="n">output</span><span class="o">.</span><span class="n">chisquare_by_expected_chisquare</span><span class="p">)</span>

2
docs/pyerrors/misc.html
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@ -316,7 +316,7 @@
<div class="attr function">
<span class="def">def</span>
<span class="name">errorbar</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">x</span>,</span><span class="param"> <span class="n">y</span>,</span><span class="param"> <span class="n">axes</span><span class="o">=&lt;</span><span class="n">module</span> <span class="s1">&#39;matplotlib.pyplot&#39;</span> <span class="kn">from</span><span class="w"> </span><span class="s1">&#39;/opt/hostedtoolcache/Python/3.12.12/x64/lib/python3.12/site-packages/matplotlib/pyplot.py&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">):</span></span>
<span class="name">errorbar</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">x</span>,</span><span class="param"> <span class="n">y</span>,</span><span class="param"> <span class="n">axes</span><span class="o">=&lt;</span><span class="n">module</span> <span class="s1">&#39;matplotlib.pyplot&#39;</span> <span class="kn">from</span><span class="w"> </span><span class="s1">&#39;/opt/hostedtoolcache/Python/3.12.11/x64/lib/python3.12/site-packages/matplotlib/pyplot.py&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">):</span></span>
<label class="view-source-button" for="errorbar-view-source"><span>View Source</span></label>

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docs/search.js
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