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@@ -15,7 +15,7 @@
 
 
 
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 <li><a href="statsmodels/tsa/statespace/tools.html">statsmodels.tsa.statespace.tools</a></li>
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 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            statsmodels 0.15.0 (+589)
+            statsmodels 0.15.0 (+594)
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
-    statsmodels 0.15.0 (+589)
+    statsmodels 0.15.0 (+594)
   </label>
 
     <div class="md-nav__source">
 
@@ -15,7 +15,7 @@
 
 
 
-        <title>statsmodels.base.distributed_estimation - statsmodels 0.15.0 (+589)</title>
+        <title>statsmodels.base.distributed_estimation - statsmodels 0.15.0 (+594)</title>
 
 
   <link rel="icon" type="image/png" sizes="32x32" href="../../../_static/icons/favicon-32x32.png">
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            statsmodels 0.15.0 (+589)
+            statsmodels 0.15.0 (+594)
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
-    statsmodels 0.15.0 (+589)
+    statsmodels 0.15.0 (+594)
   </label>
 
     <div class="md-nav__source">
 
@@ -15,7 +15,7 @@
 
 
 
-        <title>statsmodels.base.elastic_net - statsmodels 0.15.0 (+589)</title>
+        <title>statsmodels.base.elastic_net - statsmodels 0.15.0 (+594)</title>
 
 
   <link rel="icon" type="image/png" sizes="32x32" href="../../../_static/icons/favicon-32x32.png">
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            statsmodels 0.15.0 (+589)
+            statsmodels 0.15.0 (+594)
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
-    statsmodels 0.15.0 (+589)
+    statsmodels 0.15.0 (+594)
   </label>
 
     <div class="md-nav__source">
 
@@ -15,7 +15,7 @@
 
 
 
-        <title>statsmodels.base.model - statsmodels 0.15.0 (+589)</title>
+        <title>statsmodels.base.model - statsmodels 0.15.0 (+594)</title>
 
 
   <link rel="icon" type="image/png" sizes="32x32" href="../../../_static/icons/favicon-32x32.png">
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            statsmodels 0.15.0 (+589)
+            statsmodels 0.15.0 (+594)
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
-    statsmodels 0.15.0 (+589)
+    statsmodels 0.15.0 (+594)
   </label>
 
     <div class="md-nav__source">
 
@@ -15,7 +15,7 @@
 
 
 
-        <title>statsmodels.base.optimizer - statsmodels 0.15.0 (+589)</title>
+        <title>statsmodels.base.optimizer - statsmodels 0.15.0 (+594)</title>
 
 
   <link rel="icon" type="image/png" sizes="32x32" href="../../../_static/icons/favicon-32x32.png">
@@ -87,7 +87,7 @@
 
 <header class="md-header" data-md-component="header">
   <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-header__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
     <label class="md-header__button md-icon" for="__drawer">
@@ -97,7 +97,7 @@
       <div class="md-header__ellipsis">
         <div class="md-header__topic">
           <span class="md-ellipsis">
-            statsmodels 0.15.0 (+589)
+            statsmodels 0.15.0 (+594)
           </span>
         </div>
         <div class="md-header__topic" data-md-component="header-topic">
@@ -184,10 +184,10 @@
 
 <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
   <label class="md-nav__title" for="__drawer">
-    <a href="../../../index.html" title="statsmodels 0.15.0 (+589)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+589)" data-md-component="logo">
+    <a href="../../../index.html" title="statsmodels 0.15.0 (+594)" class="md-nav__button md-logo" aria-label="statsmodels 0.15.0 (+594)" data-md-component="logo">
       <img src="../../../_static/statsmodels-logo-v2-bw.svg" alt="logo">
     </a>
-    statsmodels 0.15.0 (+589)
+    statsmodels 0.15.0 (+594)
   </label>
 
     <div class="md-nav__source">
@@ -372,8 +372,8 @@ <h1>Source code for statsmodels.base.optimizer</h1><div class="highlight"><pre>
 
 <span class="kn">from</span><span class="w"> </span><span class="nn">statsmodels.compat.scipy</span><span class="w"> </span><span class="kn">import</span> <span class="n">SP_LT_15</span><span class="p">,</span> <span class="n">SP_LT_17</span>
 
-<span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Any</span>
 <span class="kn">from</span><span class="w"> </span><span class="nn">collections.abc</span><span class="w"> </span><span class="kn">import</span> <span class="n">Sequence</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Any</span>
 
 <span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
 <span class="kn">from</span><span class="w"> </span><span class="nn">scipy</span><span class="w"> </span><span class="kn">import</span> <span class="n">optimize</span>
@@ -1029,7 +1029,8 @@ <h1>Source code for statsmodels.base.optimizer</h1><div class="highlight"><pre>
                          <span class="s1">&#39;even though an analytic loglike_and_score function &#39;</span>
                          <span class="s1">&#39;was given&#39;</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">loglike_and_score</span><span class="p">:</span>
-        <span class="n">func</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">p</span><span class="p">,</span> <span class="o">*</span><span class="n">a</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">(</span><span class="o">-</span><span class="n">x</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">loglike_and_score</span><span class="p">(</span><span class="n">p</span><span class="p">,</span> <span class="o">*</span><span class="n">a</span><span class="p">))</span>
+        <span class="k">def</span><span class="w"> </span><span class="nf">func</span><span class="p">(</span><span class="n">p</span><span class="p">,</span> <span class="o">*</span><span class="n">a</span><span class="p">):</span>
+            <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="o">-</span><span class="n">x</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">loglike_and_score</span><span class="p">(</span><span class="n">p</span><span class="p">,</span> <span class="o">*</span><span class="n">a</span><span class="p">))</span>
     <span class="k">elif</span> <span class="n">score</span><span class="p">:</span>
         <span class="n">func</span> <span class="o">=</span> <span class="n">f</span>
         <span class="n">extra_kwargs</span><span class="p">[</span><span class="s1">&#39;fprime&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">score</span>