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<li>
<p><strong><code>fixed</code></strong>: Compare the log-likelihood at a fixed point compared to the best fit. <code>combine -M MultiDimFit toy-hgg-125.root --algo fixed --fixedPointPOIs r=r_fixed,MH=MH_fixed</code>. The output tree will contain the difference in the negative log-likelihood between the points (<span class="arithmatex">\(\hat{r},\hat{m}_{H}\)</span>) and (<span class="arithmatex">\(\hat{r}_{fixed},\hat{m}_{H,fixed}\)</span>) in the branch <code>deltaNLL</code>.</p>
<p>You can use the <code>combineTool.py</code> script to run multiple fixed points from a <code>.csv</code> file. For example, <a href="https://github.com/cms-analysis/HiggsAnalysis-CombinedLimit/blob/main/data/tutorials/multiDim/fixed.csv">data/tutorials/multiDim/fixed.csv</a> contains the points</p>
<div class="highlight"><pre><span></span><code>r_ggH,r_qqH
1.0,1.0
1.0,2.0
2.0,1.0
2.0,2.0
</code></pre></div>
<p>and <code>combineTool.py -M MultiDimFit toy-hgg-125.root --fromfile fixed.csv</code> will run <code>--algo fixed</code> at each of these points.</p>
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<p><strong><code>grid</code></strong>: Scan a fixed grid of points with approximately N points in total. <code>combine -M MultiDimFit toy-hgg-125.root --algo grid --points=10000</code>.</p>
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