Add dtables and make_tables functions. Small corrections in etable. Update of ipynb notebooks.

docs/latexdocs/SampleTableDoc.tex

@@ -19,26 +19,28 @@ \section{A PyFixest LateX Table}%
 \begin{table}[htbp]%
 \renewcommand\cellalign{t}
 \begin{threeparttable}
-\begin{tabular}{lcccccc}
+\begin{tabular}{lccccccc}
 \toprule
  & \multicolumn{3}{c}{Y} & \multicolumn{3}{c}{Y2} \\
 \cmidrule(lr){2-4} \cmidrule(lr){5-7}
  & (1) & (2) & (3) & (4) & (5) & (6) \\
 \midrule
+\addlinespace
 X1 & \makecell{-0.95*** \\ (0.07)} & \makecell{-0.92*** \\ (0.06)} & \makecell{-0.92*** \\ (0.06)} & \makecell{-1.27*** \\ (0.17)} & \makecell{-1.23*** \\ (0.19)} & \makecell{-1.23*** \\ (0.19)} \\
 X2 & \makecell{-0.17*** \\ (0.02)} & \makecell{-0.17*** \\ (0.01)} & \makecell{-0.19*** \\ (0.03)} & \makecell{-0.13*** \\ (0.04)} & \makecell{-0.12*** \\ (0.04)} & \makecell{-0.07 \\ (0.10)} \\
 X1:X2 &  &  & \makecell{0.01 \\ (0.02)} &  &  & \makecell{-0.04 \\ (0.08)} \\
 \midrule
-f1 & x & x & x & x & x & x \\
+\addlinespace
 f2 & - & x & x & - & x & x \\
+f1 & x & x & x & x & x & x \\
 \midrule
-$R^2$ & 0.49 & 0.66 & 0.66 & 0.12 & 0.17 & 0.17 \\
-S.E. type & by: f1 & by: f1 & by: f1 & by: f1 & by: f1 & by: f1 \\
+\addlinespace
 Observations & 997 & 997 & 997 & 998 & 998 & 998 \\
+S.E. type & by: f1 & by: f1 & by: f1 & by: f1 & by: f1 & by: f1 \\
+$R^2$ & 0.49 & 0.66 & 0.66 & 0.12 & 0.17 & 0.17 \\
 \bottomrule
 \end{tabular}
-\footnotesize Significance levels: $*$ p $<$ 0.1, $**$ p $<$ 0.05, $***$ p $<$ 0.01. Format of coefficient cell: Coefficient
- (Std. Error)
+\footnotesize
 \end{threeparttable}%
 \end{table}
 

docs/latexdocs/SampleTableDoc2.tex

@@ -19,23 +19,26 @@ \section{A PyFixest LateX Table}%
 \begin{table}[htbp]%
 \renewcommand\cellalign{t}
 \begin{threeparttable}
-\begin{tabular}{lcccccc}
+\begin{tabular}{lccccccc}
 \toprule
  & \multicolumn{2}{c}{US} & \multicolumn{2}{c}{China} & \multicolumn{2}{c}{EU} \\
 \cmidrule(lr){2-3} \cmidrule(lr){4-5} \cmidrule(lr){6-7}
  & Wage & Wealth & Wage & Wealth & Wage & Wealth \\
  & (1) & (2) & (3) & (4) & (5) & (6) \\
 \midrule
+\addlinespace
 Age & \makecell{-0.950*** \\ (0.067)} & \makecell{-1.267*** \\ (0.174)} & \makecell{-0.924*** \\ (0.061)} & \makecell{-1.232*** \\ (0.192)} & \makecell{-0.924*** \\ (0.061)} & \makecell{-1.231*** \\ (0.192)} \\
 Years of Schooling & \makecell{-0.174*** \\ (0.018)} & \makecell{-0.131** \\ (0.042)} & \makecell{-0.174*** \\ (0.015)} & \makecell{-0.118** \\ (0.042)} & \makecell{-0.185*** \\ (0.025)} & \makecell{-0.074 \\ (0.104)} \\
 Age $\times$ Years of Schooling &  &  &  &  & \makecell{0.011 \\ (0.018)} & \makecell{-0.041 \\ (0.081)} \\
 \midrule
-Industry & x & x & x & x & x & x \\
+\addlinespace
 Year & - & - & x & x & x & x \\
+Industry & x & x & x & x & x & x \\
 \midrule
-$R^2$ & 0.489 & 0.120 & 0.659 & 0.172 & 0.659 & 0.172 \\
-S.E. type & by: f1 & by: f1 & by: f1 & by: f1 & by: f1 & by: f1 \\
+\addlinespace
+Number of Clusters & 42 & 42 & 42 & 37 & 37 & 37 \\
 Observations & 997 & 998 & 997 & 998 & 997 & 998 \\
+$R^2$ & 0.489 & 0.120 & 0.659 & 0.172 & 0.659 & 0.172 \\
 \bottomrule
 \end{tabular}
 \footnotesize Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet.

docs/marginaleffects.ipynb

@@ -23,7 +23,7 @@
      "data": {
       "text/html": [
        "\n",
-       "            <div id=\"35zazR\"></div>\n",
+       "            <div id=\"nveNih\"></div>\n",
        "            <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n",
        "                if(!window.letsPlotCallQueue) {\n",
        "                    window.letsPlotCallQueue = [];\n",
@@ -34,7 +34,7 @@
        "                (function() {\n",
        "                    var script = document.createElement(\"script\");\n",
        "                    script.type = \"text/javascript\";\n",
-       "                    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.3.2/js-package/distr/lets-plot.min.js\";\n",
+       "                    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.4.1/js-package/distr/lets-plot.min.js\";\n",
        "                    script.onload = function() {\n",
        "                        window.letsPlotCall = function(f) {f();};\n",
        "                        window.letsPlotCallQueue.forEach(function(f) {f();});\n",
@@ -47,9 +47,9 @@
        "                        var div = document.createElement(\"div\");\n",
        "                        div.style.color = 'darkred';\n",
        "                        div.textContent = 'Error loading Lets-Plot JS';\n",
-       "                        document.getElementById(\"35zazR\").appendChild(div);\n",
+       "                        document.getElementById(\"nveNih\").appendChild(div);\n",
        "                    };\n",
-       "                    var e = document.getElementById(\"35zazR\");\n",
+       "                    var e = document.getElementById(\"nveNih\");\n",
        "                    e.appendChild(script);\n",
        "                })()\n",
        "            </script>\n",
@@ -63,7 +63,7 @@
      "data": {
       "text/html": [
        "\n",
-       "            <div id=\"45nUzX\"></div>\n",
+       "            <div id=\"NFriGb\"></div>\n",
        "            <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n",
        "                if(!window.letsPlotCallQueue) {\n",
        "                    window.letsPlotCallQueue = [];\n",
@@ -74,7 +74,7 @@
        "                (function() {\n",
        "                    var script = document.createElement(\"script\");\n",
        "                    script.type = \"text/javascript\";\n",
-       "                    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.3.2/js-package/distr/lets-plot.min.js\";\n",
+       "                    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.4.1/js-package/distr/lets-plot.min.js\";\n",
        "                    script.onload = function() {\n",
        "                        window.letsPlotCall = function(f) {f();};\n",
        "                        window.letsPlotCallQueue.forEach(function(f) {f();});\n",
@@ -87,9 +87,9 @@
        "                        var div = document.createElement(\"div\");\n",
        "                        div.style.color = 'darkred';\n",
        "                        div.textContent = 'Error loading Lets-Plot JS';\n",
-       "                        document.getElementById(\"45nUzX\").appendChild(div);\n",
+       "                        document.getElementById(\"NFriGb\").appendChild(div);\n",
        "                    };\n",
-       "                    var e = document.getElementById(\"45nUzX\");\n",
+       "                    var e = document.getElementById(\"NFriGb\");\n",
        "                    e.appendChild(script);\n",
        "                })()\n",
        "            </script>\n",

docs/pyfixest.md

@@ -34,7 +34,7 @@ Nevertheless, for a quick introduction, you can take a look at the [quickstart](
         [Dube et al (2023)](https://www.nber.org/papers/w31184)
 - **Multiple Hypothesis Corrections** following the Procedure by [Romano and Wolf](https://journals.sagepub.com/doi/pdf/10.1177/1536867X20976314) and **Simultaneous Confidence Intervals** using a **Multiplier Bootstrap**
 - The **Causal Cluster Variance Estimator (CCV)** following [Abadie et al.](https://economics.mit.edu/sites/default/files/2022-09/When%20Should%20You%20Adjust%20Standard%20Errors%20for%20Clustering.pdf)
-
+-  **Publication-ready tables** with [Great Tables](https://posit-dev.github.io/great-tables/articles/intro.html) or LaTex booktabs
 
 ## Installation
 

docs/quarto_example/QuartoExample.quarto_ipynb

@@ -37,7 +37,7 @@
         "\n",
         "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet.\"\n"
       ],
-      "id": "78e2a9c8"
+      "id": "451b75fa"
     },
     {
       "cell_type": "code",
@@ -66,7 +66,7 @@
         "    \"f2\": \"Year\"\n",
         "}"
       ],
-      "id": "c444d358",
+      "id": "f7c12c13",
       "execution_count": null,
       "outputs": []
     },
@@ -77,7 +77,7 @@
         "# A PyFixest Regression Table\n",
         "As @tbl-main shows, LaTex Tables generated by PyFixest can be easily integrated into Quarto document when rendered as pdf.\n"
       ],
-      "id": "4fc14b82"
+      "id": "66c1af0d"
     },
     {
       "cell_type": "code",