@@ -296,7 +296,7 @@ <h1 class="title">IIVM Models</h1>
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</header>
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- <div id="87606726 " class="cell" data-execution_count="1">
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+ <div id="f497f70d " class="cell" data-execution_count="1">
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<div class="cell-output cell-output-display">
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<script>
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let is_dark_theme = function () {
@@ -413,7 +413,7 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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</div>
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<div id="callout-1" class="callout-1-contents callout-collapse collapse">
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<div class="callout-body-container callout-body">
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- <div id="382ac763 " class="cell" data-execution_count="2">
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+ <div id="e7525c56 " class="cell" data-execution_count="2">
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<div class="cell-output cell-output-stdout">
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<pre><code>DoubleML Version 0.9.0
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Script iivm_late_coverage.py
@@ -425,10 +425,10 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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</div>
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</div>
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</div>
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- <div id="6f99f8e7 " class="cell" data-execution_count="4">
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+ <div id="9023ecf7 " class="cell" data-execution_count="4">
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<div class="cell-output cell-output-display">
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<style type="text/css">
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- #T_f14fc_row0_col4 , #T_f14fc_row1_col4 , #T_f14fc_row2_col4 , #T_f14fc_row3_col4 {
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+ #T_6b9f8_row0_col4 , #T_6b9f8_row1_col4 , #T_6b9f8_row2_col4 , #T_6b9f8_row3_col4 {
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color: black;
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background-color: red;
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color: black;
@@ -439,50 +439,50 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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}
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</style>
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- <div id="T_f14fc " class="display nowrap quarto-float quarto-figure quarto-figure-center anchored" style="table-layout:auto;width:auto;margin:auto;caption-side:bottom" data-quarto-postprocess="true ">
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+ <div id="T_6b9f8 " class="display nowrap quarto-float quarto-figure quarto-figure-center anchored" data-quarto-postprocess="true" style="table-layout:auto;width:auto;margin:auto;caption-side:bottom">
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<figure class="quarto-float quarto-float-tbl figure">
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- <figcaption class="quarto-float-caption-top quarto-float-caption quarto-float-tbl" id="T_f14fc -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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+ <figcaption class="quarto-float-caption-top quarto-float-caption quarto-float-tbl" id="T_6b9f8 -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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Table 1: Coverage for 95.0%-Confidence Interval over 1000 Repetitions
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</figcaption>
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- <div aria-describedby="T_f14fc -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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- <table id="T_f14fc " class="display nowrap caption-top table table-sm table-striped small" data-quarto-postprocess="true">
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+ <div aria-describedby="T_6b9f8 -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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+ <table id="T_6b9f8 " class="display nowrap caption-top table table-sm table-striped small" data-quarto-postprocess="true">
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<thead>
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<tr class="header">
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- <th id="T_f14fc_level0_col0 " class="col_heading level0 col0" data-quarto-table-cell-role="th">Learner g</th>
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- <th id="T_f14fc_level0_col1 " class="col_heading level0 col1" data-quarto-table-cell-role="th">Learner m</th>
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- <th id="T_f14fc_level0_col2 " class="col_heading level0 col2" data-quarto-table-cell-role="th">Bias</th>
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- <th id="T_f14fc_level0_col3 " class="col_heading level0 col3" data-quarto-table-cell-role="th">CI Length</th>
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- <th id="T_f14fc_level0_col4 " class="col_heading level0 col4" data-quarto-table-cell-role="th">Coverage</th>
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+ <th id="T_6b9f8_level0_col0 " class="col_heading level0 col0" data-quarto-table-cell-role="th">Learner g</th>
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+ <th id="T_6b9f8_level0_col1 " class="col_heading level0 col1" data-quarto-table-cell-role="th">Learner m</th>
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+ <th id="T_6b9f8_level0_col2 " class="col_heading level0 col2" data-quarto-table-cell-role="th">Bias</th>
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+ <th id="T_6b9f8_level0_col3 " class="col_heading level0 col3" data-quarto-table-cell-role="th">CI Length</th>
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+ <th id="T_6b9f8_level0_col4 " class="col_heading level0 col4" data-quarto-table-cell-role="th">Coverage</th>
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</tr>
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</thead>
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<tbody>
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<tr class="odd">
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- <td id="T_f14fc_row0_col0 " class="data row0 col0">Lasso</td>
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- <td id="T_f14fc_row0_col1 " class="data row0 col1">Logistic Regression</td>
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- <td id="T_f14fc_row0_col2 " class="data row0 col2">0.224</td>
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- <td id="T_f14fc_row0_col3 " class="data row0 col3">1.107</td>
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- <td id="T_f14fc_row0_col4 " class="data row0 col4">0.956</td>
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+ <td id="T_6b9f8_row0_col0 " class="data row0 col0">Lasso</td>
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+ <td id="T_6b9f8_row0_col1 " class="data row0 col1">Logistic Regression</td>
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+ <td id="T_6b9f8_row0_col2 " class="data row0 col2">0.224</td>
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+ <td id="T_6b9f8_row0_col3 " class="data row0 col3">1.107</td>
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+ <td id="T_6b9f8_row0_col4 " class="data row0 col4">0.956</td>
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</tr>
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<tr class="even">
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- <td id="T_f14fc_row1_col0 " class="data row1 col0">Lasso</td>
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- <td id="T_f14fc_row1_col1 " class="data row1 col1">Random Forest</td>
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- <td id="T_f14fc_row1_col2 " class="data row1 col2">0.230</td>
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- <td id="T_f14fc_row1_col3 " class="data row1 col3">1.138</td>
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- <td id="T_f14fc_row1_col4 " class="data row1 col4">0.965</td>
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+ <td id="T_6b9f8_row1_col0 " class="data row1 col0">Lasso</td>
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+ <td id="T_6b9f8_row1_col1 " class="data row1 col1">Random Forest</td>
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+ <td id="T_6b9f8_row1_col2 " class="data row1 col2">0.230</td>
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+ <td id="T_6b9f8_row1_col3 " class="data row1 col3">1.138</td>
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+ <td id="T_6b9f8_row1_col4 " class="data row1 col4">0.965</td>
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</tr>
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<tr class="odd">
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- <td id="T_f14fc_row2_col0 " class="data row2 col0">Random Forest</td>
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- <td id="T_f14fc_row2_col1 " class="data row2 col1">Logistic Regression</td>
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- <td id="T_f14fc_row2_col2 " class="data row2 col2">0.233</td>
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- <td id="T_f14fc_row2_col3 " class="data row2 col3">1.147</td>
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- <td id="T_f14fc_row2_col4 " class="data row2 col4">0.949</td>
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+ <td id="T_6b9f8_row2_col0 " class="data row2 col0">Random Forest</td>
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+ <td id="T_6b9f8_row2_col1 " class="data row2 col1">Logistic Regression</td>
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+ <td id="T_6b9f8_row2_col2 " class="data row2 col2">0.233</td>
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+ <td id="T_6b9f8_row2_col3 " class="data row2 col3">1.147</td>
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+ <td id="T_6b9f8_row2_col4 " class="data row2 col4">0.949</td>
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</tr>
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<tr class="even">
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- <td id="T_f14fc_row3_col0 " class="data row3 col0">Random Forest</td>
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- <td id="T_f14fc_row3_col1 " class="data row3 col1">Random Forest</td>
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- <td id="T_f14fc_row3_col2 " class="data row3 col2">0.235</td>
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- <td id="T_f14fc_row3_col3 " class="data row3 col3">1.182</td>
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- <td id="T_f14fc_row3_col4 " class="data row3 col4">0.960</td>
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+ <td id="T_6b9f8_row3_col0 " class="data row3 col0">Random Forest</td>
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+ <td id="T_6b9f8_row3_col1 " class="data row3 col1">Random Forest</td>
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+ <td id="T_6b9f8_row3_col2 " class="data row3 col2">0.235</td>
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+ <td id="T_6b9f8_row3_col3 " class="data row3 col3">1.182</td>
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+ <td id="T_6b9f8_row3_col4 " class="data row3 col4">0.960</td>
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</tr>
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</tbody>
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</table>
@@ -494,7 +494,7 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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<script type="module">
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const { DataTable, jQuery: $ } = await import(window._datatables_src_for_itables_2_2_2);
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- document.querySelectorAll("#T_f14fc :not(.dataTable)").forEach(table => {
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+ document.querySelectorAll("#T_6b9f8 :not(.dataTable)").forEach(table => {
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if (!(table instanceof HTMLTableElement))
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return;
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@@ -511,10 +511,10 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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</script>
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</div>
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</div>
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- <div id="b142cd69 " class="cell" data-execution_count="5">
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+ <div id="4ebd1cbc " class="cell" data-execution_count="5">
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<div class="cell-output cell-output-display">
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<style type="text/css">
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- #T_c2515_row0_col4 , #T_c2515_row1_col4 , #T_c2515_row2_col4 , #T_c2515_row3_col4 {
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+ #T_dbda3_row0_col4 , #T_dbda3_row1_col4 , #T_dbda3_row2_col4 , #T_dbda3_row3_col4 {
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color: black;
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background-color: red;
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color: black;
@@ -525,50 +525,50 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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}
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</style>
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- <div id="T_c2515 " class="display nowrap quarto-float quarto-figure quarto-figure-center anchored" style="table-layout:auto;width:auto;margin:auto;caption-side:bottom" data-quarto-postprocess="true ">
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+ <div id="T_dbda3 " class="display nowrap quarto-float quarto-figure quarto-figure-center anchored" data-quarto-postprocess="true" style="table-layout:auto;width:auto;margin:auto;caption-side:bottom">
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<figure class="quarto-float quarto-float-tbl figure">
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- <figcaption class="quarto-float-caption-top quarto-float-caption quarto-float-tbl" id="T_c2515 -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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+ <figcaption class="quarto-float-caption-top quarto-float-caption quarto-float-tbl" id="T_dbda3 -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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Table 2: Coverage for 90.0%-Confidence Interval over 1000 Repetitions
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</figcaption>
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- <div aria-describedby="T_c2515 -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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- <table id="T_c2515 " class="display nowrap caption-top table table-sm table-striped small" data-quarto-postprocess="true">
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+ <div aria-describedby="T_dbda3 -caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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+ <table id="T_dbda3 " class="display nowrap caption-top table table-sm table-striped small" data-quarto-postprocess="true">
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<thead>
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<tr class="header">
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- <th id="T_c2515_level0_col0 " class="col_heading level0 col0" data-quarto-table-cell-role="th">Learner g</th>
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- <th id="T_c2515_level0_col1 " class="col_heading level0 col1" data-quarto-table-cell-role="th">Learner m</th>
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- <th id="T_c2515_level0_col2 " class="col_heading level0 col2" data-quarto-table-cell-role="th">Bias</th>
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- <th id="T_c2515_level0_col3 " class="col_heading level0 col3" data-quarto-table-cell-role="th">CI Length</th>
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- <th id="T_c2515_level0_col4 " class="col_heading level0 col4" data-quarto-table-cell-role="th">Coverage</th>
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+ <th id="T_dbda3_level0_col0 " class="col_heading level0 col0" data-quarto-table-cell-role="th">Learner g</th>
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+ <th id="T_dbda3_level0_col1 " class="col_heading level0 col1" data-quarto-table-cell-role="th">Learner m</th>
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+ <th id="T_dbda3_level0_col2 " class="col_heading level0 col2" data-quarto-table-cell-role="th">Bias</th>
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+ <th id="T_dbda3_level0_col3 " class="col_heading level0 col3" data-quarto-table-cell-role="th">CI Length</th>
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+ <th id="T_dbda3_level0_col4 " class="col_heading level0 col4" data-quarto-table-cell-role="th">Coverage</th>
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</tr>
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</thead>
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<tbody>
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<tr class="odd">
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- <td id="T_c2515_row0_col0 " class="data row0 col0">Lasso</td>
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- <td id="T_c2515_row0_col1 " class="data row0 col1">Logistic Regression</td>
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- <td id="T_c2515_row0_col2 " class="data row0 col2">0.224</td>
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- <td id="T_c2515_row0_col3 " class="data row0 col3">0.929</td>
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- <td id="T_c2515_row0_col4 " class="data row0 col4">0.902</td>
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+ <td id="T_dbda3_row0_col0 " class="data row0 col0">Lasso</td>
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+ <td id="T_dbda3_row0_col1 " class="data row0 col1">Logistic Regression</td>
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+ <td id="T_dbda3_row0_col2 " class="data row0 col2">0.224</td>
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+ <td id="T_dbda3_row0_col3 " class="data row0 col3">0.929</td>
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+ <td id="T_dbda3_row0_col4 " class="data row0 col4">0.902</td>
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</tr>
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<tr class="even">
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- <td id="T_c2515_row1_col0 " class="data row1 col0">Lasso</td>
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- <td id="T_c2515_row1_col1 " class="data row1 col1">Random Forest</td>
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- <td id="T_c2515_row1_col2 " class="data row1 col2">0.230</td>
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- <td id="T_c2515_row1_col3 " class="data row1 col3">0.955</td>
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- <td id="T_c2515_row1_col4 " class="data row1 col4">0.907</td>
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+ <td id="T_dbda3_row1_col0 " class="data row1 col0">Lasso</td>
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+ <td id="T_dbda3_row1_col1 " class="data row1 col1">Random Forest</td>
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+ <td id="T_dbda3_row1_col2 " class="data row1 col2">0.230</td>
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+ <td id="T_dbda3_row1_col3 " class="data row1 col3">0.955</td>
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+ <td id="T_dbda3_row1_col4 " class="data row1 col4">0.907</td>
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</tr>
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<tr class="odd">
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- <td id="T_c2515_row2_col0 " class="data row2 col0">Random Forest</td>
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- <td id="T_c2515_row2_col1 " class="data row2 col1">Logistic Regression</td>
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- <td id="T_c2515_row2_col2 " class="data row2 col2">0.233</td>
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- <td id="T_c2515_row2_col3 " class="data row2 col3">0.963</td>
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- <td id="T_c2515_row2_col4 " class="data row2 col4">0.901</td>
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+ <td id="T_dbda3_row2_col0 " class="data row2 col0">Random Forest</td>
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+ <td id="T_dbda3_row2_col1 " class="data row2 col1">Logistic Regression</td>
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+ <td id="T_dbda3_row2_col2 " class="data row2 col2">0.233</td>
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+ <td id="T_dbda3_row2_col3 " class="data row2 col3">0.963</td>
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+ <td id="T_dbda3_row2_col4 " class="data row2 col4">0.901</td>
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</tr>
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<tr class="even">
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- <td id="T_c2515_row3_col0 " class="data row3 col0">Random Forest</td>
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- <td id="T_c2515_row3_col1 " class="data row3 col1">Random Forest</td>
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- <td id="T_c2515_row3_col2 " class="data row3 col2">0.235</td>
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- <td id="T_c2515_row3_col3 " class="data row3 col3">0.992</td>
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- <td id="T_c2515_row3_col4 " class="data row3 col4">0.906</td>
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+ <td id="T_dbda3_row3_col0 " class="data row3 col0">Random Forest</td>
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+ <td id="T_dbda3_row3_col1 " class="data row3 col1">Random Forest</td>
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+ <td id="T_dbda3_row3_col2 " class="data row3 col2">0.235</td>
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+ <td id="T_dbda3_row3_col3 " class="data row3 col3">0.992</td>
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+ <td id="T_dbda3_row3_col4 " class="data row3 col4">0.906</td>
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</tr>
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</tbody>
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</table>
@@ -580,7 +580,7 @@ <h2 class="anchored" data-anchor-id="late-coverage">LATE Coverage</h2>
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<script type="module">
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const { DataTable, jQuery: $ } = await import(window._datatables_src_for_itables_2_2_2);
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- document.querySelectorAll("#T_c2515 :not(.dataTable)").forEach(table => {
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+ document.querySelectorAll("#T_dbda3 :not(.dataTable)").forEach(table => {
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if (!(table instanceof HTMLTableElement))
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return;
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