From ff8abe6774a6555cfa95d82e629497f8067a8b98 Mon Sep 17 00:00:00 2001
From: zeileis <Achim.Zeileis@R-project.org>
Date: Mon, 15 May 2023 22:54:29 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20zeileis/?=
 =?UTF-8?q?ivreg@d2772b1aa6db2370150777ada4546d882fe91d9c=20=F0=9F=9A=80?=
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---
 articles/Diagnostics-for-2SLS-Regression.html |  33 +++---
 articles/ivreg.html                           | 112 +++++++++---------
 news/index.html                               |   3 +-
 pkgdown.yml                                   |   2 +-
 reference/figures/README-influenceplot-1.png  | Bin 36618 -> 36131 bytes
 reference/ivreg.html                          |   2 +-
 reference/ivregDiagnostics.html               |   6 +-
 7 files changed, 82 insertions(+), 76 deletions(-)

diff --git a/articles/Diagnostics-for-2SLS-Regression.html b/articles/Diagnostics-for-2SLS-Regression.html
index 17626bb..dc7080e 100644
--- a/articles/Diagnostics-for-2SLS-Regression.html
+++ b/articles/Diagnostics-for-2SLS-Regression.html
@@ -97,7 +97,7 @@ <h4 data-toc-skip class="author">John Fox,
 Christian Kleiber, Achim Zeileis</h4>
             
             <h4 data-toc-skip class="date">last modified:
-2020-11-19</h4>
+2023-05-16</h4>
       
       <small class="dont-index">Source: <a href="https://github.com/zeileis/ivreg/blob/HEAD/vignettes/Diagnostics-for-2SLS-Regression.Rmd" class="external-link"><code>vignettes/Diagnostics-for-2SLS-Regression.Rmd</code></a></small>
       <div class="hidden name"><code>Diagnostics-for-2SLS-Regression.Rmd</code></div>
@@ -114,12 +114,13 @@ <h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#i
 <em>two-stage least-squares (2SLS)</em> regression, a commonly employed
 method of instrumental-variables estimation for potentially
 overidentified structural equations in which there are endogenous
-regressors. The <code><a href="../reference/ivreg.fit.html">ivreg.fit()</a></code> function in the package
-computes the 2SLS estimator employing a low-level interface not
-generally intended for direct use, and returns a list containing
-quantities that facilitate the computation of various diagnostics. The
-<code><a href="../reference/ivreg.html">ivreg()</a></code> function provides a user-friendly formula-based
-interface to <code><a href="../reference/ivreg.fit.html">ivreg.fit()</a></code>.</p>
+regressors <span class="citation">(see e.g., Greene 2003)</span>. The
+<code><a href="../reference/ivreg.fit.html">ivreg.fit()</a></code> function in the package computes the 2SLS
+estimator employing a low-level interface not generally intended for
+direct use, and returns a list containing quantities that facilitate the
+computation of various diagnostics. The <code><a href="../reference/ivreg.html">ivreg()</a></code> function
+provides a user-friendly formula-based interface to
+<code><a href="../reference/ivreg.fit.html">ivreg.fit()</a></code>.</p>
 <p><code><a href="../reference/ivreg.html">ivreg()</a></code> is derived from and supersedes the
 <code><a href="../reference/ivreg.html">ivreg()</a></code> function in the <strong>AER</strong> package <span class="citation">(Kleiber and Zeileis 2008)</span>, making additional
 provision for regression diagnostics. The principal subject of this
@@ -179,9 +180,9 @@ <h2 id="review-of-2sls-estimation">Review of 2SLS Estimation<a class="anchor" ar
 estimating the regression equation. This IV step is the <em>second
 stage</em> of 2SLS in Theil’s approach.</p>
 <p>As an alternative, we can obtain exactly the same estimates <span class="math inline">\(b_{\mathrm{2SLS}}\)</span> of <span class="math inline">\(\beta\)</span> by performing an OLS regression of
-<span class="math inline">\(y\)</span> on <span class="math inline">\(\widehat{X}\)</span>, producing <span class="math inline">\(b_{\mathrm{2SLS}} = (\widehat{X}^\top \widehat{X})
-\widehat{X}^\top y\)</span>. This is Basmann’s approach and it motivates
-the name “2SLS.”</p>
+<span class="math inline">\(y\)</span> on <span class="math inline">\(\widehat{X}\)</span>, producing <span class="math inline">\(b_{\mathrm{2SLS}} = (\widehat{X}^\top
+\widehat{X})^{-1} \widehat{X}^\top y\)</span>. This is Basmann’s
+approach and it motivates the name “2SLS.”</p>
 <p>Whether we think of the second stage as IV estimation or OLS
 regression, we can combine the two stages into a single formula: <span class="math display">\[
 b_{\mathrm{2SLS}} = [X^\top Z(Z^\top Z)^{-1} Z^\top X]^{-1} X^\top Z
@@ -481,10 +482,10 @@ <h3 id="unusual-data-diagnostics-an-example">Unusual Data Diagnostics: An Exampl
 <span><span class="co">## Multiple R-Squared: 0.6396,  Adjusted R-squared: 0.572 </span></span>
 <span><span class="co">## Wald test:  10.7 on 3 and 16 DF,  p-value: 0.0004196</span></span></code></pre>
 <p>By default, <code><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary()</a></code> prints the results of three
-“diagnostic” tests for 2SLS regression. These tests (which can be
-suppressed by setting the argument <code>diagnostics=FALSE</code>) are
-not the focus of the vignette and so we’ll comment on them only
-briefly:</p>
+“diagnostic” tests for 2SLS regression <span class="citation">(see e.g.,
+Greene 2003)</span>. These tests (which can be suppressed by setting the
+argument <code>diagnostics=FALSE</code>) are not the focus of the
+vignette and so we’ll comment on them only briefly:</p>
 <ul>
 <li><p>A good instrumental variable is highly correlated with one or
 more of the explanatory variables while remaining uncorrelated with the
@@ -1394,6 +1395,10 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 ———. 2019. <em>An <span>R</span> Companion to Applied Regression</em>.
 3rd ed. Thousand Oaks: Sage.
 </div>
+<div id="ref-Greene2003" class="csl-entry">
+Greene, W. H. 2003. <em>Econometric Analysis</em>. 5th ed. Upper Saddle
+River: Prentice Hall.
+</div>
 <div id="ref-Huber1967" class="csl-entry">
 Huber, P. J. 1967. <span>“The Behavior of Maximum Likelihood Estimation
 Under Nonstandard Conditions.”</span> In <em>Proceedings of the Fifth
diff --git a/articles/ivreg.html b/articles/ivreg.html
index 11af9a4..c8d5929 100644
--- a/articles/ivreg.html
+++ b/articles/ivreg.html
@@ -98,7 +98,7 @@ <h4 data-toc-skip class="author">John Fox,
 Christian Kleiber, Achim Zeileis</h4>
             
             <h4 data-toc-skip class="date">last modified:
-2020-08-04</h4>
+2023-05-16</h4>
       
       <small class="dont-index">Source: <a href="https://github.com/zeileis/ivreg/blob/HEAD/vignettes/ivreg.Rmd" class="external-link"><code>vignettes/ivreg.Rmd</code></a></small>
       <div class="hidden name"><code>ivreg.Rmd</code></div>
@@ -150,8 +150,8 @@ <h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"ivreg"</span>, dependencies <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
 <p>The development version of <strong>ivreg</strong> is hosted on GitHub
 at <a href="https://github.com/zeileis/ivreg/" class="external-link uri">https://github.com/zeileis/ivreg/</a>. It can be
-conveniently installed installed via the <code>install_github()</code>
-function in the <a href="https://CRAN.R-project.org/package=remotes" class="external-link"><strong>remotes</strong></a>
+conveniently installed via the <code>install_github()</code> function in
+the <a href="https://CRAN.R-project.org/package=remotes" class="external-link"><strong>remotes</strong></a>
 package:</p>
 <div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu">remotes</span><span class="fu">::</span><span class="fu">install_github</span><span class="op">(</span><span class="st">"https://github.com/zeileis/ivreg/"</span><span class="op">)</span></span></code></pre></div>
@@ -334,23 +334,23 @@ <h2 id="illustration-returns-to-schooling">Illustration: Returns to schooling<a
 <code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="st"><a href="https://vincentarelbundock.github.io/modelsummary/" class="external-link">"modelsummary"</a></span><span class="op">)</span></span>
 <span><span class="va">m_list</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>OLS <span class="op">=</span> <span class="va">m_ols</span>, IV <span class="op">=</span> <span class="va">m_iv</span><span class="op">)</span></span>
 <span><span class="fu"><a href="https://vincentarelbundock.github.io/modelsummary/reference/msummary.html" class="external-link">msummary</a></span><span class="op">(</span><span class="va">m_list</span><span class="op">)</span></span></code></pre></div>
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diff --git a/news/index.html b/news/index.html
index 0a7d4dd..451e6a5 100644
--- a/news/index.html
+++ b/news/index.html
@@ -62,7 +62,8 @@ <h1 data-toc-skip>Changelog <small></small></h1>
 
     <div class="section level2">
 <h2 class="page-header" data-toc-text="0.6-3" id="version-06-3">Version 0.6-3<a class="anchor" aria-label="anchor" href="#version-06-3"></a></h2>
-<ul><li>The <code>gt</code> rather than the <code>kableExtra</code> package (recently not actively maintained) is used now for the <code>modelsummary</code> table shown in the package vignette (contributed by Vincent Arel-Bundock).</li>
+<ul><li><p>The <code>gt</code> rather than the <code>kableExtra</code> package (recently not actively maintained) is used now for the <code>modelsummary</code> table shown in the package vignette (contributed by Vincent Arel-Bundock).</p></li>
+<li><p>Further small improvements in the package vignettes.</p></li>
 </ul></div>
     <div class="section level2">
 <h2 class="page-header" data-toc-text="0.6-2" id="version-06-2">Version 0.6-2<small>2023-03-17</small><a class="anchor" aria-label="anchor" href="#version-06-2"></a></h2>
diff --git a/pkgdown.yml b/pkgdown.yml
index 2d7f7fa..99aabbd 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -4,7 +4,7 @@ pkgdown_sha: ~
 articles:
   Diagnostics-for-2SLS-Regression: Diagnostics-for-2SLS-Regression.html
   ivreg: ivreg.html
-last_built: 2023-05-15T14:32Z
+last_built: 2023-05-15T22:53Z
 urls:
   reference: https://zeileis.github.io/ivreg/reference
   article: https://zeileis.github.io/ivreg/articles
diff --git a/reference/figures/README-influenceplot-1.png b/reference/figures/README-influenceplot-1.png
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diff --git a/reference/ivreg.html b/reference/ivreg.html
index 1675069..e924ccf 100644
--- a/reference/ivreg.html
+++ b/reference/ivreg.html
@@ -308,7 +308,7 @@ <h2>Details</h2>
     </div>
     <div id="references">
     <h2>References</h2>
-    <p>Greene, W.H. (1993) <em>Econometric Analysis</em>, 2nd ed., Macmillan.</p>
+    <p>Greene, W.H. (2003) <em>Econometric Analysis</em>, 5th ed., Upper Saddle River: Prentice Hall.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
diff --git a/reference/ivregDiagnostics.html b/reference/ivregDiagnostics.html
index 07c3c8d..eddd804 100644
--- a/reference/ivregDiagnostics.html
+++ b/reference/ivregDiagnostics.html
@@ -376,9 +376,9 @@ <h2>Examples</h2>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Bootstrap bca confidence intervals</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>                  2.5 %       97.5 %</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> (Intercept) 70.0990854 107.67433667</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> P           -0.4315006   0.01060991</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> D            0.1692311   0.39852428</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> (Intercept) 77.8572191 109.90507919</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> P           -0.4796258  -0.01319568</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> D            0.1874162   0.42554478</span>
 <span class="r-in"><span><span class="fu">car</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/car/man/outlierTest.html" class="external-link">outlierTest</a></span><span class="op">(</span><span class="va">kmenta.eq1</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> No Studentized residuals with Bonferroni p &lt; 0.05</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Largest |rstudent|:</span>