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PSLmodels · Feb 3, 2024 · fc94b3d · fc94b3d
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diff --git a/_modules/iot/inverse_optimal_tax.html b/_modules/iot/inverse_optimal_tax.html
@@ -468,7 +468,7 @@ <h1>Source code for iot.inverse_optimal_tax</h1><div class="highlight"><pre>
         <span class="p">)</span>
         <span class="n">binned_data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
             <span class="n">data</span><span class="p">[[</span><span class="s2">&quot;mtr&quot;</span><span class="p">,</span> <span class="n">income_measure</span><span class="p">,</span> <span class="s2">&quot;z_bin&quot;</span><span class="p">,</span> <span class="n">weight_var</span><span class="p">]]</span>
-            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;z_bin&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;z_bin&quot;</span><span class="p">],</span> <span class="n">observed</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
             <span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">wm</span><span class="p">(</span><span class="n">x</span><span class="p">[[</span><span class="s2">&quot;mtr&quot;</span><span class="p">,</span> <span class="n">income_measure</span><span class="p">]],</span> <span class="n">x</span><span class="p">[</span><span class="n">weight_var</span><span class="p">]))</span>
         <span class="p">)</span>
         <span class="c1"># make column 0 into two columns</span>

diff --git a/content/example/IOT_example.html b/content/example/IOT_example.html