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Expand Down Expand Up @@ -535,15 +535,19 @@ <h1>Source code for gammapy.datasets.core</h1><div class="highlight"><pre>
<a class="viewcode-back" href="../../../api/gammapy.datasets.Dataset.html#gammapy.datasets.Dataset.stat_sum">[docs]</a>
<span class="k">def</span><span class="w"> </span><span class="nf">stat_sum</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;Total statistic given the current model parameters and priors.&quot;&quot;&quot;</span>
<span class="n">stat</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">stat_array</span><span class="p">()</span>

<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">mask</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">stat</span> <span class="o">=</span> <span class="n">stat</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">mask</span><span class="o">.</span><span class="n">data</span><span class="p">]</span>
<span class="n">prior_stat_sum</span> <span class="o">=</span> <span class="mf">0.0</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">models</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">prior_stat_sum</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">parameters</span><span class="o">.</span><span class="n">prior_stat_sum</span><span class="p">()</span>
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">stat</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span> <span class="o">+</span> <span class="n">prior_stat_sum</span></div>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_stat_sum_likelihood</span><span class="p">()</span> <span class="o">+</span> <span class="n">prior_stat_sum</span></div>


<span class="k">def</span><span class="w"> </span><span class="nf">_stat_sum_likelihood</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;Total statistic given the current model parameters without the priors.&quot;&quot;&quot;</span>
<span class="n">stat</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">stat_array</span><span class="p">()</span>

<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">mask</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">stat</span> <span class="o">=</span> <span class="n">stat</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">mask</span><span class="o">.</span><span class="n">data</span><span class="p">]</span>
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">stat</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>

<div class="viewcode-block" id="Dataset.stat_array">
<a class="viewcode-back" href="../../../api/gammapy.datasets.Dataset.html#gammapy.datasets.Dataset.stat_array">[docs]</a>
Expand Down Expand Up @@ -713,12 +717,18 @@ <h1>Source code for gammapy.datasets.core</h1><div class="highlight"><pre>
<span class="k">def</span><span class="w"> </span><span class="nf">stat_sum</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;Compute joint statistic function value.&quot;&quot;&quot;</span>
<span class="n">stat_sum</span> <span class="o">=</span> <span class="mi">0</span>
<span class="c1"># TODO: add parallel evaluation of likelihoods</span>
<span class="k">for</span> <span class="n">dataset</span> <span class="ow">in</span> <span class="bp">self</span><span class="p">:</span>
<span class="n">stat_sum</span> <span class="o">+=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">stat_sum</span><span class="p">()</span>
<span class="k">return</span> <span class="n">stat_sum</span></div>


<span class="k">def</span><span class="w"> </span><span class="nf">_stat_sum_likelihood</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;Total statistic given the current model parameters without the priors.&quot;&quot;&quot;</span>
<span class="n">stat_sum</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">for</span> <span class="n">dataset</span> <span class="ow">in</span> <span class="bp">self</span><span class="p">:</span>
<span class="n">stat_sum</span> <span class="o">+=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">_stat_sum_likelihood</span><span class="p">()</span>
<span class="k">return</span> <span class="n">stat_sum</span>

<div class="viewcode-block" id="Datasets.select_time">
<a class="viewcode-back" href="../../../api/gammapy.datasets.Datasets.html#gammapy.datasets.Datasets.select_time">[docs]</a>
<span class="k">def</span><span class="w"> </span><span class="nf">select_time</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">time_min</span><span class="p">,</span> <span class="n">time_max</span><span class="p">,</span> <span class="n">atol</span><span class="o">=</span><span class="s2">&quot;1e-6 s&quot;</span><span class="p">):</span>
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