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2 changes: 1 addition & 1 deletion .nojekyll
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4 changes: 2 additions & 2 deletions 01-hello.html

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4 changes: 2 additions & 2 deletions 07-Introsf.html
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<p>Simple feature objects can be written with <code>st_write</code>, as in</p>
<div class="cell">
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="op">(</span><span class="va">file</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/tempfile.html">tempfile</a></span><span class="op">(</span>fileext <span class="op">=</span> <span class="st">".gpkg"</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co"># [1] "/tmp/RtmpsxKe2n/file37a82e4a9472.gpkg"</span></span>
<span><span class="co"># [1] "/tmp/Rtmprpdr1E/file33672e7241fd.gpkg"</span></span>
<span><span class="fu"><a href="https://r-spatial.github.io/sf/reference/st_write.html">st_write</a></span><span class="op">(</span><span class="va">nc</span>, <span class="va">file</span>, layer <span class="op">=</span> <span class="st">"layer_nc"</span><span class="op">)</span></span>
<span><span class="co"># Writing layer `layer_nc' to data source </span></span>
<span><span class="co"># `/tmp/RtmpsxKe2n/file37a82e4a9472.gpkg' using driver `GPKG'</span></span>
<span><span class="co"># `/tmp/Rtmprpdr1E/file33672e7241fd.gpkg' using driver `GPKG'</span></span>
<span><span class="co"># Writing 100 features with 14 fields and geometry type Multi Polygon.</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
<p>where the file format (GPKG) is derived from the file name extension. Using argument <code>append</code>, <code>st_write</code> can either append records to an existing layer or replace it; if unset, it will err if a layer already exists. The tidyverse-style <code>write_sf</code> will replace silently if <code>append</code> has not been set. Layers can also be deleted using <code>st_delete</code>, which is convenient in particular when they are associated with tables in a database.</p>
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8 changes: 4 additions & 4 deletions 08-Plotting.html
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<span><span class="op">(</span><span class="va">cI</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://r-spatial.github.io/classInt/reference/classIntervals.html">classIntervals</a></span><span class="op">(</span><span class="va">r</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co"># style: quantile</span></span>
<span><span class="co"># one of 1.49e+10 possible partitions of this variable into 8 classes</span></span>
<span><span class="co"># [-1.97,-1.1) [-1.1,-0.91) [-0.91,-0.348) [-0.348,-0.0624) </span></span>
<span><span class="co"># [-2.4,-0.6) [-0.6,-0.167) [-0.167,-0.0422) [-0.0422,0.204) </span></span>
<span><span class="co"># 13 12 13 12 </span></span>
<span><span class="co"># [-0.0624,0.284) [0.284,0.482) [0.482,0.841) [0.841,2.08] </span></span>
<span><span class="co"># [0.204,0.489) [0.489,0.708) [0.708,1.22) [1.22,2.35] </span></span>
<span><span class="co"># 12 13 12 13</span></span>
<span><span class="va">cI</span><span class="op">$</span><span class="va">brks</span></span>
<span><span class="co"># [1] -1.9686 -1.0962 -0.9104 -0.3480 -0.0624 0.2843 0.4825 0.8411</span></span>
<span><span class="co"># [9] 2.0778</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<span><span class="co"># [1] -2.3962 -0.5996 -0.1667 -0.0422 0.2039 0.4887 0.7083 1.2185</span></span>
<span><span class="co"># [9] 2.3545</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
<p>it takes argument <code>n</code> for the number of intervals, and a <code>style</code> that can be one of “fixed”, “sd”, “equal”, “pretty”, “quantile”, “kmeans”, “hclust”, “bclust”, “fisher” or “jenks”. Style “pretty” may not obey <code>n</code>; if <code>n</code> is missing, <code>nclass.Sturges</code> is used; two other methods are available for choosing <code>n</code> automatically. If the number of observations is greater than 3000, a 10% sample is used to create the breaks for “fisher” and “jenks”.</p>
</section><section id="sec-graticule" class="level3"><h3 class="anchored" data-anchor-id="sec-graticule">Graticule and other navigation aids</h3>
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34 changes: 17 additions & 17 deletions 17-Econometrics.html
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<span> INLA_slm <span class="op">=</span> <span class="va">mv_mean</span>, censored <span class="op">=</span> </span>
<span> <span class="va">boston_506</span><span class="op">$</span><span class="va">censored</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/integer.html">as.integer</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/attr.html">attr</a></span><span class="op">(</span><span class="va">t0</span>, <span class="st">"region.id"</span><span class="op">)</span><span class="op">)</span><span class="op">]</span><span class="op">)</span></span>
<span><span class="co"># fit_TS fit_KP2 fit_KP5 INLA_slm censored</span></span>
<span><span class="co"># 13 23912 29477 28147 30661 right</span></span>
<span><span class="co"># 14 28126 27001 28516 31222 right</span></span>
<span><span class="co"># 15 30553 36184 32476 39587 right</span></span>
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<span><span class="co"># 418 38211 43375 41914 42948 right</span></span>
<span><span class="co"># 434 41647 41690 42398 41289 right</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<span><span class="co"># 13 23912 29477 28147 30775 right</span></span>
<span><span class="co"># 14 28126 27001 28516 31241 right</span></span>
<span><span class="co"># 15 30553 36184 32476 39924 right</span></span>
<span><span class="co"># 17 18518 19621 18878 20682 right</span></span>
<span><span class="co"># 43 9564 6817 7561 7073 left</span></span>
<span><span class="co"># 50 8371 7196 7383 6935 left</span></span>
<span><span class="co"># 312 51477 53301 54173 56317 right</span></span>
<span><span class="co"># 313 45921 45823 47095 46584 right</span></span>
<span><span class="co"># 314 44196 44586 45361 42825 right</span></span>
<span><span class="co"># 317 43427 45707 45442 47606 right</span></span>
<span><span class="co"># 337 39879 42072 41127 41300 right</span></span>
<span><span class="co"># 346 44708 46694 46108 45517 right</span></span>
<span><span class="co"># 355 48188 49068 48911 48973 right</span></span>
<span><span class="co"># 376 42881 45883 44966 47108 right</span></span>
<span><span class="co"># 408 44294 44615 45670 46469 right</span></span>
<span><span class="co"># 418 38211 43375 41914 43112 right</span></span>
<span><span class="co"># 434 41647 41690 42398 41363 right</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
<p>The spatial regression toolbox remains incomplete, and it will take time to fill in blanks. It remains unfortunate that the several traditions in spatial regression seldom seem to draw on each others’ understandings and advances.</p>
</section><section id="exercises" class="level2" data-number="17.5"><h2 data-number="17.5" class="anchored" data-anchor-id="exercises">
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<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<meta name="author" content="Edzer Pebesma">
<meta name="author" content="Roger Bivand">
<meta name="dcterms.date" content="2025-02-11">
<meta name="dcterms.date" content="2025-02-12">
<title>Spatial Data Science</title>
<style>
code{white-space: pre-wrap;}
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<div>
<div class="quarto-title-meta-heading">Published</div>
<div class="quarto-title-meta-contents">
<p class="date">February 11, 2025</p>
<p class="date">February 12, 2025</p>
</div>
</div>

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50 changes: 25 additions & 25 deletions sitemap.xml
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