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<channel>
	<title>Quantitative Methods</title>
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	<link>http://geog5023.wordpress.com</link>
	<description>Just another WordPress.com weblog</description>
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		<title>Quantitative Methods</title>
		<link>http://geog5023.wordpress.com</link>
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		<item>
		<title>Who are you?</title>
		<link>http://geog5023.wordpress.com/2009/10/06/who-are-you/</link>
		<comments>http://geog5023.wordpress.com/2009/10/06/who-are-you/#comments</comments>
		<pubDate>Tue, 06 Oct 2009 11:52:39 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=109</guid>
		<description><![CDATA[I haven&#8217;t really checked this page since I taught it in Spring of 09.  But I just did, and I see that there is a low level of continued usage &#8211; particularly for the function scatter.color. So, I&#8217;m curious&#8230; who are you?  What are you using?  Who knows, if a lot of people are using [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=109&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I haven&#8217;t really checked this page since I taught it in Spring of 09.  But I just did, and I see that there is a low level of continued usage &#8211; particularly for the function scatter.color.</p>
<p>So, I&#8217;m curious&#8230; who are you?  What are you using?  Who knows, if a lot of people are using something, I may just improve on it.</p>
<p>If you know me, say hi.  Heck, even if you don&#8217;t know me, say hi also.</p>
<br />  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/geog5023.wordpress.com/109/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/geog5023.wordpress.com/109/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/geog5023.wordpress.com/109/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/geog5023.wordpress.com/109/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/geog5023.wordpress.com/109/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/geog5023.wordpress.com/109/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/geog5023.wordpress.com/109/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/geog5023.wordpress.com/109/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=109&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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		<slash:comments>2</slash:comments>
	
		<media:content url="http://0.gravatar.com/avatar/c00df5b93b83df5d2526522fb6587a21?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">Nicholas</media:title>
		</media:content>
	</item>
		<item>
		<title>GLM Lab</title>
		<link>http://geog5023.wordpress.com/2009/04/28/glm-lab/</link>
		<comments>http://geog5023.wordpress.com/2009/04/28/glm-lab/#comments</comments>
		<pubDate>Tue, 28 Apr 2009 20:02:56 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[labs]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=105</guid>
		<description><![CDATA[The lab is here, the data are here.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=105&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<div class="main">
<div class="snap_preview">
<p>The lab is <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/GLM%20Lab.html">here</a>, the data are <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/bird.Rdata">here</a>.</div>
</div>
<br />  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/geog5023.wordpress.com/105/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/geog5023.wordpress.com/105/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/geog5023.wordpress.com/105/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/geog5023.wordpress.com/105/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/geog5023.wordpress.com/105/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/geog5023.wordpress.com/105/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/geog5023.wordpress.com/105/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/geog5023.wordpress.com/105/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=105&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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		<slash:comments>0</slash:comments>
	
		<media:content url="http://0.gravatar.com/avatar/c00df5b93b83df5d2526522fb6587a21?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">Nicholas</media:title>
		</media:content>
	</item>
		<item>
		<title>Principal Components (Empirical Orthogonal Functions)</title>
		<link>http://geog5023.wordpress.com/2009/04/14/principal-components-empirical-orthogonal-functions/</link>
		<comments>http://geog5023.wordpress.com/2009/04/14/principal-components-empirical-orthogonal-functions/#comments</comments>
		<pubDate>Tue, 14 Apr 2009 19:57:20 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[labs]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=99</guid>
		<description><![CDATA[The lab is here, the data are here. grid &#60;- expand.grid(x=lon,y=lat) grid2 &#60;- data.frame(x=grid$x,y=grid$y,eof=eof)<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=99&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The lab is <a href="//www.colorado.edu/geography/class_homepages/geog_4023_s09/PCA.html">here</a>, the data are <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/Pac_Temp.Rdata">here</a>.</p>
<p>grid &lt;- expand.grid(x=lon,y=lat)</p>
<p>grid2 &lt;- data.frame(x=grid$x,y=grid$y,eof=eof)</p>
<br />  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/geog5023.wordpress.com/99/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/geog5023.wordpress.com/99/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/geog5023.wordpress.com/99/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/geog5023.wordpress.com/99/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/geog5023.wordpress.com/99/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/geog5023.wordpress.com/99/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/geog5023.wordpress.com/99/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/geog5023.wordpress.com/99/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=99&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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		<slash:comments>0</slash:comments>
	
		<media:content url="http://0.gravatar.com/avatar/c00df5b93b83df5d2526522fb6587a21?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">Nicholas</media:title>
		</media:content>
	</item>
		<item>
		<title>Spectral Analysis</title>
		<link>http://geog5023.wordpress.com/2009/04/07/spectral-analysis/</link>
		<comments>http://geog5023.wordpress.com/2009/04/07/spectral-analysis/#comments</comments>
		<pubDate>Tue, 07 Apr 2009 23:04:13 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=95</guid>
		<description><![CDATA[The lab is here.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=95&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The lab is <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/TimeSeriesLab2.html">here</a>.</p>
<br />  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/geog5023.wordpress.com/95/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/geog5023.wordpress.com/95/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/geog5023.wordpress.com/95/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/geog5023.wordpress.com/95/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/geog5023.wordpress.com/95/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/geog5023.wordpress.com/95/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/geog5023.wordpress.com/95/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/geog5023.wordpress.com/95/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=95&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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		<slash:comments>0</slash:comments>
	
		<media:content url="http://0.gravatar.com/avatar/c00df5b93b83df5d2526522fb6587a21?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">Nicholas</media:title>
		</media:content>
	</item>
		<item>
		<title>Time Series Lab 1</title>
		<link>http://geog5023.wordpress.com/2009/03/31/time-series-lab-1/</link>
		<comments>http://geog5023.wordpress.com/2009/03/31/time-series-lab-1/#comments</comments>
		<pubDate>Tue, 31 Mar 2009 19:52:31 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[labs]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=92</guid>
		<description><![CDATA[The lab is here.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=92&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The lab is <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/TimeSeriesLab1.html">here</a>.</p>
<br />  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/geog5023.wordpress.com/92/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/geog5023.wordpress.com/92/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/geog5023.wordpress.com/92/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/geog5023.wordpress.com/92/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/geog5023.wordpress.com/92/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/geog5023.wordpress.com/92/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/geog5023.wordpress.com/92/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/geog5023.wordpress.com/92/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=92&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
			<wfw:commentRss>http://geog5023.wordpress.com/2009/03/31/time-series-lab-1/feed/</wfw:commentRss>
		<slash:comments>4</slash:comments>
	
		<media:content url="http://0.gravatar.com/avatar/c00df5b93b83df5d2526522fb6587a21?s=96&#38;d=identicon&#38;r=G" medium="image">
			<media:title type="html">Nicholas</media:title>
		</media:content>
	</item>
		<item>
		<title>Lab 8- Point Patterns</title>
		<link>http://geog5023.wordpress.com/2009/03/17/lab-8-point-patterns/</link>
		<comments>http://geog5023.wordpress.com/2009/03/17/lab-8-point-patterns/#comments</comments>
		<pubDate>Tue, 17 Mar 2009 20:03:46 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=88</guid>
		<description><![CDATA[The lab is here. I want you to add one thing to part 1: After you calculate and plot the L function, calculate and plot the K function. Data for the second part are in this zip file.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=88&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The lab is <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/lab9.html">here</a>.</p>
<p>I want you to add one thing to part 1: After you calculate and plot the L function, calculate and plot the K function.</p>
<p>Data for the second part are in this <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/north_derby_asthma.zip">zip file</a>.</p>
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		<slash:comments>0</slash:comments>
	
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			<media:title type="html">Nicholas</media:title>
		</media:content>
	</item>
		<item>
		<title>Lab 7</title>
		<link>http://geog5023.wordpress.com/2009/03/03/lab-7/</link>
		<comments>http://geog5023.wordpress.com/2009/03/03/lab-7/#comments</comments>
		<pubDate>Tue, 03 Mar 2009 20:58:41 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[labs]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=85</guid>
		<description><![CDATA[The lab is here.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=85&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The lab is <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/lab7.html">here</a>.</p>
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		<slash:comments>1</slash:comments>
	
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			<media:title type="html">Nicholas</media:title>
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		<title>Lab 6</title>
		<link>http://geog5023.wordpress.com/2009/02/24/lab-6/</link>
		<comments>http://geog5023.wordpress.com/2009/02/24/lab-6/#comments</comments>
		<pubDate>Tue, 24 Feb 2009 19:07:00 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[labs]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=80</guid>
		<description><![CDATA[There is no assignment this week, but I have two R scripts for you to look at.  Rather than copying and pasting them into R, I would right click and choose &#8220;save link as&#8221;. The first one, indicatorSim.R, looks at how you could use multiple indicator kriging to simulate an entire dataset. In the last [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=80&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>There is no assignment this week, but I have two R scripts for you to look at.  Rather than copying and pasting them into R, I would right click and choose &#8220;save link as&#8221;.</p>
<p>The first one, <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/indicatorSim.R">indicatorSim.R</a>, looks at how you could use multiple indicator kriging to simulate an entire dataset.  In the last lab, we used single indicator kriging to simulate the probability that a pixel was above 100 ppb with the jura dataset.  Here, we will look at a range of values, from low to high.</p>
<p>The second one, <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/lab6.GLS.R">lab6.GLS.R</a>, applies Generalized Least Squares to the meuse data.  The lead concentrations are first regressed on distance to the river using OLS.  The residuals are then extracted, and a semivariogram is fit to them, and GLS is calculated.</p>
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			<media:title type="html">Nicholas</media:title>
		</media:content>
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		<title>Previous mid-term</title>
		<link>http://geog5023.wordpress.com/2009/02/17/previous-mid-term/</link>
		<comments>http://geog5023.wordpress.com/2009/02/17/previous-mid-term/#comments</comments>
		<pubDate>Tue, 17 Feb 2009 20:55:22 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[Advice]]></category>
		<category><![CDATA[Announcements]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=77</guid>
		<description><![CDATA[I last taught this class two-year ago. Here is the mid-term. Some of the questions would be fair game this semester, others would not.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=77&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I last taught this class two-year ago.  Here is the <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/MidTerm2007.pdf">mid-term</a>.  Some of the questions would be fair game this semester, others would not.</p>
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			<media:title type="html">Nicholas</media:title>
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		<item>
		<title>Lab 5</title>
		<link>http://geog5023.wordpress.com/2009/02/17/lab-5/</link>
		<comments>http://geog5023.wordpress.com/2009/02/17/lab-5/#comments</comments>
		<pubDate>Tue, 17 Feb 2009 20:51:43 +0000</pubDate>
		<dc:creator>Nicholas</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://geog5023.wordpress.com/?p=74</guid>
		<description><![CDATA[Lab 5 is here.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=geog5023.wordpress.com&amp;blog=5100742&amp;post=74&amp;subd=geog5023&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Lab 5 is <a href="http://www.colorado.edu/geography/class_homepages/geog_4023_s09/Lab5.html">here</a>.</p>
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			<media:title type="html">Nicholas</media:title>
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