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	<title>Comments on: Lies, Damn Lies, and Statistics</title>
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	<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/</link>
	<description>A doctoral learner's journey</description>
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		<title>By: Mike&#8217;s Doc Blog &#187; Blog Archive &#187; 2 weeks to RES/722, Again!</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11911</link>
		<dc:creator>Mike&#8217;s Doc Blog &#187; Blog Archive &#187; 2 weeks to RES/722, Again!</dc:creator>
		<pubDate>Thu, 13 Sep 2007 12:52:01 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11911</guid>
		<description>[...] Lies, Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the Schedule Change [...]</description>
		<content:encoded><![CDATA[<p>[...] Lies, Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the Schedule Change [...]</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11911" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11911', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11911-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11911" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11911', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11911-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: Mike&#8217;s Doc Blog &#187; Blog Archive &#187; Fill Out this Survey&#8230;</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11909</link>
		<dc:creator>Mike&#8217;s Doc Blog &#187; Blog Archive &#187; Fill Out this Survey&#8230;</dc:creator>
		<pubDate>Thu, 13 Sep 2007 12:43:15 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11909</guid>
		<description>[...] Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the ScheduleChange [...]</description>
		<content:encoded><![CDATA[<p>[...] Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the ScheduleChange [...]</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11909" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11909', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11909-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11909" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11909', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11909-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: Mike&#8217;s Doc Blog &#187; Blog Archive &#187; Happy</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11908</link>
		<dc:creator>Mike&#8217;s Doc Blog &#187; Blog Archive &#187; Happy</dc:creator>
		<pubDate>Thu, 13 Sep 2007 12:42:37 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11908</guid>
		<description>[...] Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the ScheduleChange [...]</description>
		<content:encoded><![CDATA[<p>[...] Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the ScheduleChange [...]</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11908" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11908', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11908-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11908" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11908', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11908-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: Mike&#8217;s Doc Blog &#187; Blog Archive &#187; Disappointed</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11907</link>
		<dc:creator>Mike&#8217;s Doc Blog &#187; Blog Archive &#187; Disappointed</dc:creator>
		<pubDate>Thu, 13 Sep 2007 12:42:05 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11907</guid>
		<description>[...] Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the ScheduleChange [...]</description>
		<content:encoded><![CDATA[<p>[...] Damn Lies and Statistics Disappointed  Happy Fill Out This Survey&#8230; Navigating the ScheduleChange [...]</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11907" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11907', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11907-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11907" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11907', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11907-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: Joel</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11844</link>
		<dc:creator>Joel</dc:creator>
		<pubDate>Fri, 24 Aug 2007 13:19:45 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11844</guid>
		<description>I deal with student testing scores. In one area there was a significant drop the the scores of white students. Jokingly I said, &quot;Don&#039;t consider it a drop in their scores, consider it a decrease in the performance gap between them and their black counterparts.&quot;

Words, words, words...numbers, numbers, numbers. It&#039;s all about spin.</description>
		<content:encoded><![CDATA[<p>I deal with student testing scores. In one area there was a significant drop the the scores of white students. Jokingly I said, &#8220;Don&#8217;t consider it a drop in their scores, consider it a decrease in the performance gap between them and their black counterparts.&#8221;</p>
<p>Words, words, words&#8230;numbers, numbers, numbers. It&#8217;s all about spin.</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11844" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11844', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11844-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11844" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11844', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11844-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: Foley</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11841</link>
		<dc:creator>Foley</dc:creator>
		<pubDate>Thu, 23 Aug 2007 00:27:11 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11841</guid>
		<description>&lt;p&gt;I took a statistics in college. It should be renamed &quot;How to Lie and Make it Believable Using Numbers.&quot; The problem is that the outcome depends on the question. The person asking the question can keep changing the language of the question until he gets the answer he desires. Political polls are a prime example of this.&lt;/p&gt;
&lt;p&gt;But the biggest example of statistical fraud is teachers who use the bell curve to grade tests. I had a real idiot of teacher in college who gave bad tests. He frequently put items on the test that were never a part of the class lessons. His tests were difficult to say the least. There was always two or three question on a test no one could answer. But he was able to cover himself by using the bell curve to grade. One test was so hard. It was a 40 question test. Believe it or not. Thanks to the curve. That getting 6 questions right gave you a C. Can you imagine that you only needed to answer 15% right to get a C? So in the terms of actual knowledge most of the class really failed. Sad but true. This was tenured teacher so the class was basically S.O.L. &lt;/p&gt;
&lt;p&gt;I just think that statistics should be issued with a warning label.  Basically, let the buyer beware&lt;/p&gt;
</description>
		<content:encoded><![CDATA[<p>I took a statistics in college. It should be renamed &#8220;How to Lie and Make it Believable Using Numbers.&#8221; The problem is that the outcome depends on the question. The person asking the question can keep changing the language of the question until he gets the answer he desires. Political polls are a prime example of this.</p>
<p>But the biggest example of statistical fraud is teachers who use the bell curve to grade tests. I had a real idiot of teacher in college who gave bad tests. He frequently put items on the test that were never a part of the class lessons. His tests were difficult to say the least. There was always two or three question on a test no one could answer. But he was able to cover himself by using the bell curve to grade. One test was so hard. It was a 40 question test. Believe it or not. Thanks to the curve. That getting 6 questions right gave you a C. Can you imagine that you only needed to answer 15% right to get a C? So in the terms of actual knowledge most of the class really failed. Sad but true. This was tenured teacher so the class was basically S.O.L. </p>
<p>I just think that statistics should be issued with a warning label.  Basically, let the buyer beware</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11841" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11841', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11841-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11841" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11841', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11841-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: mike</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11839</link>
		<dc:creator>mike</dc:creator>
		<pubDate>Wed, 22 Aug 2007 11:49:58 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11839</guid>
		<description>I&#039;ll have to Google the equation and see if I can find it. I used to agree that numbers are facts. Unfortunately that is not always the case. I consider marketing the culprit in modern manipulation of numbers. If 30% of people like it then 70% of people consider similar products.

The Easterbrook quote is my favorite too. I have it posted in my office as a reminder to be honest in my research and unbiased about what I discover.</description>
		<content:encoded><![CDATA[<p>I&#8217;ll have to Google the equation and see if I can find it. I used to agree that numbers are facts. Unfortunately that is not always the case. I consider marketing the culprit in modern manipulation of numbers. If 30% of people like it then 70% of people consider similar products.</p>
<p>The Easterbrook quote is my favorite too. I have it posted in my office as a reminder to be honest in my research and unbiased about what I discover.</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11839" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11839', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11839-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11839" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11839', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11839-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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		<title>By: Michael Wales</title>
		<link>http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/comment-page-1/#comment-11836</link>
		<dc:creator>Michael Wales</dc:creator>
		<pubDate>Tue, 21 Aug 2007 18:15:04 +0000</pubDate>
		<guid isPermaLink="false">http://mikeberta.us/blog/2007/08/21/lies-damn-lies-and-statistics/#comment-11836</guid>
		<description>I love the Gregg Easterbrook quote.

I remember once, when I was around the 7th grade, quoting a statistic to my dad (I read it in a magazine or something). It was a ridiculous stat and my dad said you can make numbers say anything you want - being a math/science nerd I defied him, &quot;No, you can&#039;t numbers are numbers. It&#039;s the one truth.&quot;

At this time I was in Algebra, maybe Trig, so I had a pretty firm grasp of math. My dad sat me down with a piece of paper and wrote &quot;2 + 2&quot; across the top. &quot;Of course, the answer is 4,&quot; I say. He then proceeded to run through about 15-20 steps and at the end, 2 + 2 = 5.

I kept that paper until my 10th grade year - trying to find where he tricked me and error&#039;d in his math. I gave it to teachers, friends, anyone that could help.

In the end, my dad was right. 2 + 2 did equal 5.

Man, I wish I still had that paper around. I&#039;ll have to ask him to redo it sometime.</description>
		<content:encoded><![CDATA[<p>I love the Gregg Easterbrook quote.</p>
<p>I remember once, when I was around the 7th grade, quoting a statistic to my dad (I read it in a magazine or something). It was a ridiculous stat and my dad said you can make numbers say anything you want &#8211; being a math/science nerd I defied him, &#8220;No, you can&#8217;t numbers are numbers. It&#8217;s the one truth.&#8221;</p>
<p>At this time I was in Algebra, maybe Trig, so I had a pretty firm grasp of math. My dad sat me down with a piece of paper and wrote &#8220;2 + 2&#8243; across the top. &#8220;Of course, the answer is 4,&#8221; I say. He then proceeded to run through about 15-20 steps and at the end, 2 + 2 = 5.</p>
<p>I kept that paper until my 10th grade year &#8211; trying to find where he tricked me and error&#8217;d in his math. I gave it to teachers, friends, anyone that could help.</p>
<p>In the end, my dad was right. 2 + 2 did equal 5.</p>
<p>Man, I wish I still had that paper around. I&#8217;ll have to ask him to redo it sometime.</p>
<p>Like or Dislike: <img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="up-11836" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_up.png" alt="Thumb up" onclick="javascript:ckratingKarma('11836', 'add', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_');" title="Thumb up" /> <span id="karma-11836-up" style="font-size:12px; color:#009933;">0</span>&nbsp;<img style="padding: 0px; border: none; cursor: pointer;" onmouseover="this.width=this.width*1.3" onmouseout="this.width=this.width/1.2" id="down-11836" src="http://mikeberta.us/blog/wp-content/plugins/comment-rating/images/1_14_down.png" alt="Thumb down" onclick="javascript:ckratingKarma('11836', 'subtract', 'mikeberta.us/blog/wp-content/plugins/comment-rating/', '1_14_')" title="Thumb down" /> <span id="karma-11836-down" style="font-size:12px; color:#990033;">0</span></p>]]></content:encoded>
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