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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-0fb35371
+828ff237
diff --git a/schedule/slides/02-lm-example.html b/schedule/slides/02-lm-example.html
@@ -398,7 +398,7 @@
 <h2>02 Linear model example</h2>
 <p><span class="secondary">Stat 406</span></p>
 <p><span class="secondary">Geoff Pleiss, Trevor Campbell</span></p>
-<p>Last modified – 13 September 2024</p>
+<p>Last modified – 16 September 2024</p>
 <p><span class="math display">\[
 \DeclareMathOperator*{\argmin}{argmin}
 \DeclareMathOperator*{\argmax}{argmax}
@@ -581,6 +581,7 @@ <h2>Results</h2>
 </section>
 <section id="diagnostic-plots" class="slide level2">
 <h2>Diagnostic plots</h2>
+<p>NB: the line in the QQ plot isn’t right for either <code>geom_qq_line</code> or <code>plot.lm</code>…</p>
 <div class="cell columns column-output-location" data-layout-align="center">
 <div class="column">
 <div class="sourceCode cell-code" id="cb6"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb6-1"><a></a>stuff <span class="ot">&lt;-</span> <span class="fu">tibble</span>(</span>

diff --git a/search.json b/search.json
@@ -4239,7 +4239,7 @@
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     "title": "UBC Stat406 2024W",
     "section": "02 Linear model example",
-    "text": "02 Linear model example\nStat 406\nGeoff Pleiss, Trevor Campbell\nLast modified – 13 September 2024\n\\[\n\\DeclareMathOperator*{\\argmin}{argmin}\n\\DeclareMathOperator*{\\argmax}{argmax}\n\\DeclareMathOperator*{\\minimize}{minimize}\n\\DeclareMathOperator*{\\maximize}{maximize}\n\\DeclareMathOperator*{\\find}{find}\n\\DeclareMathOperator{\\st}{subject\\,\\,to}\n\\newcommand{\\E}{E}\n\\newcommand{\\Expect}[1]{\\E\\left[ #1 \\right]}\n\\newcommand{\\Var}[1]{\\mathrm{Var}\\left[ #1 \\right]}\n\\newcommand{\\Cov}[2]{\\mathrm{Cov}\\left[#1,\\ #2\\right]}\n\\newcommand{\\given}{\\ \\vert\\ }\n\\newcommand{\\X}{\\mathbf{X}}\n\\newcommand{\\x}{\\mathbf{x}}\n\\newcommand{\\y}{\\mathbf{y}}\n\\newcommand{\\P}{\\mathcal{P}}\n\\newcommand{\\R}{\\mathbb{R}}\n\\newcommand{\\norm}[1]{\\left\\lVert #1 \\right\\rVert}\n\\newcommand{\\snorm}[1]{\\lVert #1 \\rVert}\n\\newcommand{\\tr}[1]{\\mbox{tr}(#1)}\n\\newcommand{\\brt}{\\widehat{\\beta}^R_{s}}\n\\newcommand{\\brl}{\\widehat{\\beta}^R_{\\lambda}}\n\\newcommand{\\bls}{\\widehat{\\beta}_{ols}}\n\\newcommand{\\blt}{\\widehat{\\beta}^L_{s}}\n\\newcommand{\\bll}{\\widehat{\\beta}^L_{\\lambda}}\n\\newcommand{\\U}{\\mathbf{U}}\n\\newcommand{\\D}{\\mathbf{D}}\n\\newcommand{\\V}{\\mathbf{V}}\n\\]"
+    "text": "02 Linear model example\nStat 406\nGeoff Pleiss, Trevor Campbell\nLast modified – 16 September 2024\n\\[\n\\DeclareMathOperator*{\\argmin}{argmin}\n\\DeclareMathOperator*{\\argmax}{argmax}\n\\DeclareMathOperator*{\\minimize}{minimize}\n\\DeclareMathOperator*{\\maximize}{maximize}\n\\DeclareMathOperator*{\\find}{find}\n\\DeclareMathOperator{\\st}{subject\\,\\,to}\n\\newcommand{\\E}{E}\n\\newcommand{\\Expect}[1]{\\E\\left[ #1 \\right]}\n\\newcommand{\\Var}[1]{\\mathrm{Var}\\left[ #1 \\right]}\n\\newcommand{\\Cov}[2]{\\mathrm{Cov}\\left[#1,\\ #2\\right]}\n\\newcommand{\\given}{\\ \\vert\\ }\n\\newcommand{\\X}{\\mathbf{X}}\n\\newcommand{\\x}{\\mathbf{x}}\n\\newcommand{\\y}{\\mathbf{y}}\n\\newcommand{\\P}{\\mathcal{P}}\n\\newcommand{\\R}{\\mathbb{R}}\n\\newcommand{\\norm}[1]{\\left\\lVert #1 \\right\\rVert}\n\\newcommand{\\snorm}[1]{\\lVert #1 \\rVert}\n\\newcommand{\\tr}[1]{\\mbox{tr}(#1)}\n\\newcommand{\\brt}{\\widehat{\\beta}^R_{s}}\n\\newcommand{\\brl}{\\widehat{\\beta}^R_{\\lambda}}\n\\newcommand{\\bls}{\\widehat{\\beta}_{ols}}\n\\newcommand{\\blt}{\\widehat{\\beta}^L_{s}}\n\\newcommand{\\bll}{\\widehat{\\beta}^L_{\\lambda}}\n\\newcommand{\\U}{\\mathbf{U}}\n\\newcommand{\\D}{\\mathbf{D}}\n\\newcommand{\\V}{\\mathbf{V}}\n\\]"
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@@ -4274,7 +4274,7 @@
     "href": "schedule/slides/02-lm-example.html#diagnostic-plots",
     "title": "UBC Stat406 2024W",
     "section": "Diagnostic plots",
-    "text": "Diagnostic plots\n\n\nstuff &lt;- tibble(\n  residuals = residuals(full),\n  fitted = fitted(full),\n  stdresiduals = rstandard(full)\n)\nggplot(stuff, aes(fitted, residuals)) +\n  geom_point() +\n  geom_smooth(\n    se = FALSE,\n    colour = \"steelblue\",\n    linewidth = 2\n  ) +\n  ggtitle(\"Residuals vs Fitted\")\n\n\n\n\n\n\n\n\n\n\n\nggplot(stuff, aes(sample = stdresiduals)) +\n  geom_qq(size = 2) +\n  geom_qq_line(linewidth = 2, color = \"steelblue\") +\n  labs(\n    x = \"Theoretical quantiles\",\n    y = \"Standardized residuals\",\n    title = \"Normal Q-Q\"\n  )"
+    "text": "Diagnostic plots\nNB: the line in the QQ plot isn’t right for either geom_qq_line or plot.lm…\n\n\nstuff &lt;- tibble(\n  residuals = residuals(full),\n  fitted = fitted(full),\n  stdresiduals = rstandard(full)\n)\nggplot(stuff, aes(fitted, residuals)) +\n  geom_point() +\n  geom_smooth(\n    se = FALSE,\n    colour = \"steelblue\",\n    linewidth = 2\n  ) +\n  ggtitle(\"Residuals vs Fitted\")\n\n\n\n\n\n\n\n\n\n\n\nggplot(stuff, aes(sample = stdresiduals)) +\n  geom_qq(size = 2) +\n  geom_qq_line(linewidth = 2, color = \"steelblue\") +\n  labs(\n    x = \"Theoretical quantiles\",\n    y = \"Standardized residuals\",\n    title = \"Normal Q-Q\"\n  )"
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