deploy: ce4efd3

py-econometrics · Nov 26, 2024 · dde54b3 · dde54b3
1 parent 36ea725
commit dde54b3
Show file tree

Hide file tree

Showing 38 changed files with 2,761 additions and 2,843 deletions.
diff --git a/changelog.html b/changelog.html
diff --git a/compare-fixest-pyfixest.html b/compare-fixest-pyfixest.html
diff --git a/contributing.html b/contributing.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.5.57">
+<meta name="generator" content="quarto-1.6.37">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -69,10 +69,10 @@
 <script src="site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="site_libs/quarto-html/anchor.min.js"></script>
 <link href="site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="site_libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="site_libs/quarto-html/quarto-syntax-highlighting-29e2c20b02301cfff04dc8050bf30c7e.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap.min.css" rel="stylesheet" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-35b661c73272c531296c3b360bfb6fcf.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "navbar",
   "copy-button": false,
@@ -413,8 +413,6 @@ <h3 class="anchored" data-anchor-id="installing-quarto">Installing Quarto</h3>
   });
   clipboard.on('success', onCopySuccess);
   if (window.document.getElementById('quarto-embedded-source-code-modal')) {
-    // For code content inside modals, clipBoardJS needs to be initialized with a container option
-    // TODO: Check when it could be a function (https://github.com/zenorocha/clipboard.js/issues/860)
     const clipboardModal = new window.ClipboardJS('.code-copy-button[data-in-quarto-modal]', {
       text: getTextToCopy,
       container: window.document.getElementById('quarto-embedded-source-code-modal')
@@ -525,7 +523,6 @@ <h3 class="anchored" data-anchor-id="installing-quarto">Installing Quarto</h3>
       if (window.Quarto?.typesetMath) {
         window.Quarto.typesetMath(note);
       }
-      // TODO in 1.5, we should make sure this works without a callout special case
       if (note.classList.contains("callout")) {
         return note.outerHTML;
       } else {

diff --git a/difference-in-differences.html b/difference-in-differences.html
diff --git a/marginaleffects.html b/marginaleffects.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.5.57">
+<meta name="generator" content="quarto-1.6.37">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -69,10 +69,10 @@
 <script src="site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="site_libs/quarto-html/anchor.min.js"></script>
 <link href="site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="site_libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="site_libs/quarto-html/quarto-syntax-highlighting-29e2c20b02301cfff04dc8050bf30c7e.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap.min.css" rel="stylesheet" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-35b661c73272c531296c3b360bfb6fcf.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "navbar",
   "copy-button": false,
@@ -252,7 +252,7 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
 
 
 <p>We can compute marginal effects and linear and non-linear hypothesis tests via the excellent <a href="https://github.com/vincentarelbundock/pymarginaleffects">marginaleffects</a> package.</p>
-<div id="53f740c7" class="cell" data-execution_count="1">
+<div id="e52a3dc8" class="cell" data-execution_count="1">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> marginaleffects <span class="im">import</span> hypotheses</span>
 <span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pyfixest <span class="im">as</span> pf</span>
@@ -263,7 +263,7 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
 <span id="cb1-8"><a href="#cb1-8" aria-hidden="true" tabindex="-1"></a>fit.tidy()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display">
 
-            <div id="964YeS"></div>
+            <div id="34kYJd"></div>
             <script type="text/javascript" data-lets-plot-script="library">
                 if(!window.letsPlotCallQueue) {
                     window.letsPlotCallQueue = [];
@@ -287,17 +287,17 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
                         var div = document.createElement("div");
                         div.style.color = 'darkred';
                         div.textContent = 'Error loading Lets-Plot JS';
-                        document.getElementById("964YeS").appendChild(div);
+                        document.getElementById("34kYJd").appendChild(div);
                     };
-                    var e = document.getElementById("964YeS");
+                    var e = document.getElementById("34kYJd");
                     e.appendChild(script);
                 })()
             </script>
 
 </div>
 <div class="cell-output cell-output-display">
 
-            <div id="B3WlHY"></div>
+            <div id="ZCOcrZ"></div>
             <script type="text/javascript" data-lets-plot-script="library">
                 if(!window.letsPlotCallQueue) {
                     window.letsPlotCallQueue = [];
@@ -321,9 +321,9 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
                         var div = document.createElement("div");
                         div.style.color = 'darkred';
                         div.textContent = 'Error loading Lets-Plot JS';
-                        document.getElementById("B3WlHY").appendChild(div);
+                        document.getElementById("ZCOcrZ").appendChild(div);
                     };
-                    var e = document.getElementById("B3WlHY");
+                    var e = document.getElementById("ZCOcrZ");
                     e.appendChild(script);
                 })()
             </script>
@@ -344,7 +344,7 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
 <th data-quarto-table-cell-role="th">2.5%</th>
 <th data-quarto-table-cell-role="th">97.5%</th>
 </tr>
-<tr class="odd">
+<tr class="even">
 <th data-quarto-table-cell-role="th">Coefficient</th>
 <th data-quarto-table-cell-role="th"></th>
 <th data-quarto-table-cell-role="th"></th>
@@ -390,7 +390,7 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
 </div>
 <p>Suppose we were interested in testing the hypothesis that <span class="math inline">\(X_{1} = X_{2}\)</span>. Given the relatively large differences in coefficients and small standard errors, we will likely reject the null that the two parameters are equal.</p>
 <p>We can run the formal test via the <code>hypotheses</code> function from the <code>marginaleffects</code> package.</p>
-<div id="c8b7071f" class="cell" data-execution_count="2">
+<div id="84c3f79d" class="cell" data-execution_count="2">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>hypotheses(fit, <span class="st">"X1 - X2 = 0"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="2">
 <div><style>
@@ -413,7 +413,7 @@ <h1 class="title">Marginal Effects and Hypothesis Tests via <code>marginaleffect
 <th data-quarto-table-cell-role="th">conf_low</th>
 <th data-quarto-table-cell-role="th">conf_high</th>
 </tr>
-<tr class="odd">
+<tr class="even">
 <th>str</th>
 <th>f64</th>
 <th>f64</th>
@@ -446,7 +446,7 @@ <h2 class="anchored" data-anchor-id="non-linear-hypothesis-tests-ratio-estimates
 <p>We can also test run-linear hypotheses, in which case <code>marginaleffects</code> will automatically compute correct standard errors based on the estimated covariance matrix and the Delta method. This is for example useful for computing inferential statistics for the “relative uplift” in an AB test.</p>
 <p>For the moment, let’s assume that <span class="math inline">\(X1\)</span> is a randomly assigned treatment variable. As before, <span class="math inline">\(Y\)</span> is our variable / KPI of interest.</p>
 <p>Under randomization, the model intercept measures the “baseline”, i.e.&nbsp;the population average of <span class="math inline">\(Y\)</span> in the absence of treatment. To compute a relative uplift, we might compute</p>
-<div id="fc0aab3e" class="cell" data-execution_count="3">
+<div id="d672f3cf" class="cell" data-execution_count="3">
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>(fit.coef().xs(<span class="st">"X1"</span>) <span class="op">/</span> fit.coef().xs(<span class="st">"Intercept"</span>) <span class="op">-</span> <span class="dv">1</span>) <span class="op">*</span> <span class="dv">100</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="3">
 <pre><code>np.float64(-211.71906665561212)</code></pre>
@@ -473,7 +473,7 @@ <h3 class="anchored" data-anchor-id="the-multivariate-delta-method">The Multivar
 <section id="using-the-delta-method-via-marginaleffects" class="level3">
 <h3 class="anchored" data-anchor-id="using-the-delta-method-via-marginaleffects">Using the Delta Method via <code>marginaleffects</code>:</h3>
 <p>We can employ the Delta Method via <code>marginaleffects</code> via the <code>hypotheses</code> function:</p>
-<div id="b7e7daa5" class="cell" data-execution_count="4">
+<div id="5248790d" class="cell" data-execution_count="4">
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>hypotheses(fit, <span class="st">"(X1 / Intercept - 1) * 100 = 0"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="4">
 <div><style>
@@ -496,7 +496,7 @@ <h3 class="anchored" data-anchor-id="using-the-delta-method-via-marginaleffects"
 <th data-quarto-table-cell-role="th">conf_low</th>
 <th data-quarto-table-cell-role="th">conf_high</th>
 </tr>
-<tr class="odd">
+<tr class="even">
 <th>str</th>
 <th>f64</th>
 <th>f64</th>
@@ -613,8 +613,6 @@ <h3 class="anchored" data-anchor-id="using-the-delta-method-via-marginaleffects"
   });
   clipboard.on('success', onCopySuccess);
   if (window.document.getElementById('quarto-embedded-source-code-modal')) {
-    // For code content inside modals, clipBoardJS needs to be initialized with a container option
-    // TODO: Check when it could be a function (https://github.com/zenorocha/clipboard.js/issues/860)
     const clipboardModal = new window.ClipboardJS('.code-copy-button[data-in-quarto-modal]', {
       text: getTextToCopy,
       container: window.document.getElementById('quarto-embedded-source-code-modal')
@@ -725,7 +723,6 @@ <h3 class="anchored" data-anchor-id="using-the-delta-method-via-marginaleffects"
       if (window.Quarto?.typesetMath) {
         window.Quarto.typesetMath(note);
       }
-      // TODO in 1.5, we should make sure this works without a callout special case
       if (note.classList.contains("callout")) {
         return note.outerHTML;
       } else {

diff --git a/pyfixest.html b/pyfixest.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.5.57">
+<meta name="generator" content="quarto-1.6.37">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -69,10 +69,10 @@
 <script src="site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="site_libs/quarto-html/anchor.min.js"></script>
 <link href="site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="site_libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="site_libs/quarto-html/quarto-syntax-highlighting-29e2c20b02301cfff04dc8050bf30c7e.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap.min.css" rel="stylesheet" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-35b661c73272c531296c3b360bfb6fcf.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "navbar",
   "copy-button": false,
@@ -183,7 +183,7 @@
 <!-- margin-sidebar -->
 
 <!-- main -->
-<main class="content" id="quarto-document-content">
+<main class="content" id="quarto-document-content"><header id="title-block-header" class="quarto-title-block"></header>
 
 
 
@@ -457,8 +457,6 @@ <h2 class="anchored" data-anchor-id="contributors">Contributors ✨</h2>
   });
   clipboard.on('success', onCopySuccess);
   if (window.document.getElementById('quarto-embedded-source-code-modal')) {
-    // For code content inside modals, clipBoardJS needs to be initialized with a container option
-    // TODO: Check when it could be a function (https://github.com/zenorocha/clipboard.js/issues/860)
     const clipboardModal = new window.ClipboardJS('.code-copy-button[data-in-quarto-modal]', {
       text: getTextToCopy,
       container: window.document.getElementById('quarto-embedded-source-code-modal')
@@ -569,7 +567,6 @@ <h2 class="anchored" data-anchor-id="contributors">Contributors ✨</h2>
       if (window.Quarto?.typesetMath) {
         window.Quarto.typesetMath(note);
       }
-      // TODO in 1.5, we should make sure this works without a callout special case
       if (note.classList.contains("callout")) {
         return note.outerHTML;
       } else {

diff --git a/quarto_example/QuartoExample.pdf b/quarto_example/QuartoExample.pdf