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	<title>Comments on: &#8220;Main street bias&#8221; in Lancet study</title>
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	<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/</link>
	<description>"I accept no responsibility for statistics, which are a form of magic beyond my comprehension." -- Robertson Davies</description>
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		<title>By: Magic Statistics</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-22297</link>
		<dc:creator>Magic Statistics</dc:creator>
		<pubDate>Wed, 13 Feb 2008 05:17:43 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-22297</guid>
		<description>&lt;strong&gt;Lancet study: Serious ethical lapses, data quality problems...&lt;/strong&gt;

An exhaustive investigation of the methods used in the analysis of Iraqi deaths conducted in 2006 and published by The Lancet has uncovered many serious violations of accepted ethical practices and possible data fabrication.
&#8220;Mortality after the ...</description>
		<content:encoded><![CDATA[<p><strong>Lancet study: Serious ethical lapses, data quality problems&#8230;</strong></p>
<p>An exhaustive investigation of the methods used in the analysis of Iraqi deaths conducted in 2006 and published by The Lancet has uncovered many serious violations of accepted ethical practices and possible data fabrication.<br />
&ldquo;Mortality after the &#8230;</p>
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		<title>By: Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; In the spotlight again: Lancet study of Iraqi deaths</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-21913</link>
		<dc:creator>Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; In the spotlight again: Lancet study of Iraqi deaths</dc:creator>
		<pubDate>Sat, 05 Jan 2008 03:10:06 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-21913</guid>
		<description>[...] of my previous blog posts criticising the 2006 study have focused on points 1 and 2.&#160; For example, this: The [...]</description>
		<content:encoded><![CDATA[<p>[...] of my previous blog posts criticising the 2006 study have focused on points 1 and 2.&nbsp; For example, this: The [...]</p>
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		<title>By: Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; Was 2004 Lancet study correct to toss out Falluja data?</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-18747</link>
		<dc:creator>Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; Was 2004 Lancet study correct to toss out Falluja data?</dc:creator>
		<pubDate>Thu, 26 Jul 2007 02:57:24 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-18747</guid>
		<description>[...] Was 2004 Lancet study correct to toss out Falluja data?   By StatGuy I&#8217;ve written several posts about the 2006 study of Iraqi deaths, written by Burnham et al, but not about the predecessor study, authored by Roberts et al and published in 2004.&#160; (This blog started in August 2005.)&#160; Both studies analysed data collected in personal interviews at Iraqi households selected using cluster sample methodology and purported to find that tens of thousands of Iraqis have died because of the US invasion.&#160; Both were published in The Lancet. [...]</description>
		<content:encoded><![CDATA[<p>[...] Was 2004 Lancet study correct to toss out Falluja data?   By StatGuy I&rsquo;ve written several posts about the 2006 study of Iraqi deaths, written by Burnham et al, but not about the predecessor study, authored by Roberts et al and published in 2004.&nbsp; (This blog started in August 2005.)&nbsp; Both studies analysed data collected in personal interviews at Iraqi households selected using cluster sample methodology and purported to find that tens of thousands of Iraqis have died because of the US invasion.&nbsp; Both were published in The Lancet. [...]</p>
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		<title>By: Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; A specification of the Lancet study‚Äôs Main street bias</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-8153</link>
		<dc:creator>Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; A specification of the Lancet study‚Äôs Main street bias</dc:creator>
		<pubDate>Wed, 06 Dec 2006 04:02:48 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-8153</guid>
		<description>[...] A specification of the Lancet study‚Äôs Main street bias   By StatGuy The scientists who provided the information behind my post &#8220;&#8217;Main street bias&#8217; in Lancet study&#8221; have now come up with an equation providing a framework for estimation of the extent of bias in the Lancet study on Iraqi deaths.&#160; As discussed in that post, the Lancet study published in October included only urban residents of Iraq and, more specifically, only people living on a residential street crossing a &#8220;main street&#8221;.&#160; From page 2 of the pdf version of the October Lancet article: The third stage consisted of random selection of a main street within the administrative unit from a list of all main streets. A residential street was then randomly selected from a list of residential streets crossing the main street. On the residential street, houses were numbered and a start household was randomly selected. From this start household, the team proceeded to the adjacent residence until 40 households were surveyed. [...]</description>
		<content:encoded><![CDATA[<p>[...] A specification of the Lancet study‚Äôs Main street bias   By StatGuy The scientists who provided the information behind my post &ldquo;&rsquo;Main street bias&rsquo; in Lancet study&rdquo; have now come up with an equation providing a framework for estimation of the extent of bias in the Lancet study on Iraqi deaths.&nbsp; As discussed in that post, the Lancet study published in October included only urban residents of Iraq and, more specifically, only people living on a residential street crossing a &ldquo;main street&rdquo;.&nbsp; From page 2 of the pdf version of the October Lancet article: The third stage consisted of random selection of a main street within the administrative unit from a list of all main streets. A residential street was then randomly selected from a list of residential streets crossing the main street. On the residential street, houses were numbered and a start household was randomly selected. From this start household, the team proceeded to the adjacent residence until 40 households were surveyed. [...]</p>
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		<title>By: Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; Lancet authors slow to provide answers</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-8007</link>
		<dc:creator>Magic Statistics - &#8220;I accept no responsibility for statistics, which are a form of magic beyond my comprehension.&#8221; &#8212; Robertson Davies &#187; Lancet authors slow to provide answers</dc:creator>
		<pubDate>Mon, 04 Dec 2006 05:27:47 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-8007</guid>
		<description>[...] &#8220;Main street bias&#8221; in Lancet study [...]</description>
		<content:encoded><![CDATA[<p>[...] &ldquo;Main street bias&rdquo; in Lancet study [...]</p>
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		<title>By: StatGuy</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5496</link>
		<dc:creator>StatGuy</dc:creator>
		<pubDate>Fri, 27 Oct 2006 03:07:31 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5496</guid>
		<description>Just to goes to show that with statistics, as with knowledge generally, a little is a dangerous thing.

&lt;em&gt;Similarly it is ludicrous to claim a study is invalid because of bias without even bothering to provide an estimate of the size of bias.&lt;/em&gt;

What‚Äôs ludicrous is thinking that a statistical analysis cannot be shown to be biased without an estimate of the amount of bias.  The bias of the Lancet study cannot be estimated because the researchers have not provided a complete and unambiguous description of the methodology and have, by their own admission, either destroyed or never collected essential data necessary for such an estimate.

Your comment means that an estimate arising from a poorly designed sample, inadequate methodology, and sloppy data collection and processing would be impervious to criticism simply because the authors refuse to release information necessary for precise estimation of bias.

Be that as it may, we‚Äôve had lots of opportunities to argue and debate.  At this point, it‚Äôs clear that no one‚Äôs going to change his mind.

On that happy note, comments are closed.</description>
		<content:encoded><![CDATA[<p>Just to goes to show that with statistics, as with knowledge generally, a little is a dangerous thing.</p>
<p><em>Similarly it is ludicrous to claim a study is invalid because of bias without even bothering to provide an estimate of the size of bias.</em></p>
<p>What‚Äôs ludicrous is thinking that a statistical analysis cannot be shown to be biased without an estimate of the amount of bias.  The bias of the Lancet study cannot be estimated because the researchers have not provided a complete and unambiguous description of the methodology and have, by their own admission, either destroyed or never collected essential data necessary for such an estimate.</p>
<p>Your comment means that an estimate arising from a poorly designed sample, inadequate methodology, and sloppy data collection and processing would be impervious to criticism simply because the authors refuse to release information necessary for precise estimation of bias.</p>
<p>Be that as it may, we‚Äôve had lots of opportunities to argue and debate.  At this point, it‚Äôs clear that no one‚Äôs going to change his mind.</p>
<p>On that happy note, comments are closed.</p>
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		<title>By: Sceptic</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5495</link>
		<dc:creator>Sceptic</dc:creator>
		<pubDate>Fri, 27 Oct 2006 02:04:15 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5495</guid>
		<description>Tom, I think you&#039;re primarily interested in a politcal agenda, and I shall not bother further with you.</description>
		<content:encoded><![CDATA[<p>Tom, I think you&#8217;re primarily interested in a politcal agenda, and I shall not bother further with you.</p>
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		<title>By: Tom W</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5486</link>
		<dc:creator>Tom W</dc:creator>
		<pubDate>Fri, 27 Oct 2006 00:02:25 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5486</guid>
		<description>&lt;i&gt;Rgeardless of how you phrase it, I judge the IBC under-estimates while Hopkins over-estimates.&lt;/i&gt;

It&#039;s obvious that IBC under-estimates. The Lancet involves both positive (e.g. main street bias) and negative biases (e.g. ignoring Falluja, not counting households that are totally wiped out etc.) but despite the fact that you have no clue  about the relative size of these, you arbitrarily decide which dominates. This is not good science.</description>
		<content:encoded><![CDATA[<p><i>Rgeardless of how you phrase it, I judge the IBC under-estimates while Hopkins over-estimates.</i></p>
<p>It&#8217;s obvious that IBC under-estimates. The Lancet involves both positive (e.g. main street bias) and negative biases (e.g. ignoring Falluja, not counting households that are totally wiped out etc.) but despite the fact that you have no clue  about the relative size of these, you arbitrarily decide which dominates. This is not good science.</p>
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		<title>By: Tom W</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5484</link>
		<dc:creator>Tom W</dc:creator>
		<pubDate>Thu, 26 Oct 2006 23:55:12 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5484</guid>
		<description>&lt;i&gt;Maybe you missed it, but I‚Äôm a professional statistician.&lt;/i&gt;

I&#039;ve done a little statistics myself (statistical mechanics, turbulence theory) and I have yet to see anything resembling a statistical argument here. You know - error estimates etc. Simply claiming that &#039;the methodology is flawed&#039;, &#039;the number of samples is too small&#039; or &#039;the confidence interval is too large&#039; without providing some kind of analysis is hardly a serious critique. Similarly it is ludicrous to claim a study is invalid because of bias without even bothering to provide an estimate of the size of bias.</description>
		<content:encoded><![CDATA[<p><i>Maybe you missed it, but I‚Äôm a professional statistician.</i></p>
<p>I&#8217;ve done a little statistics myself (statistical mechanics, turbulence theory) and I have yet to see anything resembling a statistical argument here. You know &#8211; error estimates etc. Simply claiming that &#8216;the methodology is flawed&#8217;, &#8216;the number of samples is too small&#8217; or &#8216;the confidence interval is too large&#8217; without providing some kind of analysis is hardly a serious critique. Similarly it is ludicrous to claim a study is invalid because of bias without even bothering to provide an estimate of the size of bias.</p>
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		<title>By: Tom W</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5483</link>
		<dc:creator>Tom W</dc:creator>
		<pubDate>Thu, 26 Oct 2006 23:00:57 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5483</guid>
		<description>&lt;i&gt;Obviously surveys will have a higher estimate than passive counts, and that‚Äôs all I took Burnham‚Äôs comment to indicate. But you have no proof of an exact factor&lt;/i&gt;

An exact factor? I didn&#039;t claim there was an exact factor. To pretend I did is just plain stupid.  

The studies cited did not &#039;just say&#039; there was an undercount, they reported that bias can be HUGE particularly when the level of violence is high. 

&lt;i&gt;Guatemala hardly had a free press, nor the coverage by reporters to the extent of Iraq. Do you imagine Montt wanted his crimes known?&lt;/i&gt; 

The Iraqi government is hardly transparent either. In fact they continue to refuse to release figures. 



&lt;i&gt;The figure of 20% is a 5/1 ratio and actually confirms my point to you that you don‚Äôt really know whether the factor is 10 or just 5.&lt;/i&gt;

Proves nothing. I didn&#039;t claim it was an exact factor. The factor obviously depends on circumstances, level of violence, freedom of movement, transparency, all of these factors work against the Iraq press count.

It is interesting that you pretend that the factor is just 5, when in fact is was  reported to range between 2 and 20...the latter when the level of violence is high. You really should try to restrain yourself from misrepresenting what was said. 

The range 2 and 20 is not inconsistent with the 2004 and 2006 Lancet article which reported deaths higher by a factor of 3 and 15 than the Iraq body count (less if we account for the fact that the Lancet counts all excess deaths (including those due to increased poverty and disease) whereas the Iraq body count reports on war related violent deaths. The higher factor of the 2006 study is also consistent with the fact that the level of violence was also found to increase.</description>
		<content:encoded><![CDATA[<p><i>Obviously surveys will have a higher estimate than passive counts, and that‚Äôs all I took Burnham‚Äôs comment to indicate. But you have no proof of an exact factor</i></p>
<p>An exact factor? I didn&#8217;t claim there was an exact factor. To pretend I did is just plain stupid.  </p>
<p>The studies cited did not &#8216;just say&#8217; there was an undercount, they reported that bias can be HUGE particularly when the level of violence is high. </p>
<p><i>Guatemala hardly had a free press, nor the coverage by reporters to the extent of Iraq. Do you imagine Montt wanted his crimes known?</i> </p>
<p>The Iraqi government is hardly transparent either. In fact they continue to refuse to release figures. </p>
<p><i>The figure of 20% is a 5/1 ratio and actually confirms my point to you that you don‚Äôt really know whether the factor is 10 or just 5.</i></p>
<p>Proves nothing. I didn&#8217;t claim it was an exact factor. The factor obviously depends on circumstances, level of violence, freedom of movement, transparency, all of these factors work against the Iraq press count.</p>
<p>It is interesting that you pretend that the factor is just 5, when in fact is was  reported to range between 2 and 20&#8230;the latter when the level of violence is high. You really should try to restrain yourself from misrepresenting what was said. </p>
<p>The range 2 and 20 is not inconsistent with the 2004 and 2006 Lancet article which reported deaths higher by a factor of 3 and 15 than the Iraq body count (less if we account for the fact that the Lancet counts all excess deaths (including those due to increased poverty and disease) whereas the Iraq body count reports on war related violent deaths. The higher factor of the 2006 study is also consistent with the fact that the level of violence was also found to increase.</p>
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		<title>By: Sceptic</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5469</link>
		<dc:creator>Sceptic</dc:creator>
		<pubDate>Thu, 26 Oct 2006 15:13:31 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5469</guid>
		<description>&quot;The point was that the pro-war crowd seems to eagerly accept the CERTAIN biase of the IBC underestimate compared to the speculative bias of the Lancet.&quot;

I&#039;m not the &quot;pro-war crowd,&quot; and I certainly haven&#039;t suggested accepting the IBC figures as complete. Even the IBC doesn&#039;t do that.

Rgeardless of how you phrase it, I judge  the IBC under-estimates while Hopkins over-estimates.

Since you like &quot;experts&quot; so much, I will agree with Norway&#039;s Pedersen. Have YOU read the Hopkins study? It praises Pedersen. Pedersen has said the Hopkins study certainly an over-estimate.

Finally, guesses at multiplicative factors, on the basis of other countries and situations, do little to resolve the technical flaws StatGuy and I have pointed out in the Hopkins study.</description>
		<content:encoded><![CDATA[<p>&#8220;The point was that the pro-war crowd seems to eagerly accept the CERTAIN biase of the IBC underestimate compared to the speculative bias of the Lancet.&#8221;</p>
<p>I&#8217;m not the &#8220;pro-war crowd,&#8221; and I certainly haven&#8217;t suggested accepting the IBC figures as complete. Even the IBC doesn&#8217;t do that.</p>
<p>Rgeardless of how you phrase it, I judge  the IBC under-estimates while Hopkins over-estimates.</p>
<p>Since you like &#8220;experts&#8221; so much, I will agree with Norway&#8217;s Pedersen. Have YOU read the Hopkins study? It praises Pedersen. Pedersen has said the Hopkins study certainly an over-estimate.</p>
<p>Finally, guesses at multiplicative factors, on the basis of other countries and situations, do little to resolve the technical flaws StatGuy and I have pointed out in the Hopkins study.</p>
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		<title>By: Sceptic</title>
		<link>http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/comment-page-1/#comment-5467</link>
		<dc:creator>Sceptic</dc:creator>
		<pubDate>Thu, 26 Oct 2006 15:02:21 +0000</pubDate>
		<guid isPermaLink="false">http://magicstatistics.com/2006/10/22/main-street-bias-in-lancet-study/#comment-5467</guid>
		<description>You haven&#039;t read critically. Obviously surveys will have a higher estimate than passive counts, and that&#039;s all I took Burnham&#039;s comment to indicate. But you have no proof of an exact factor (such as the 10 you claim), and Burnham cannot simply &quot;adopt&quot; the factor claimed in other situations which differ from his own:

1. Guatemala hardly had a free press, nor the coverage by reporters to the extent of Iraq. Do you imagine Montt wanted his crimes known?

2. &quot;Facility-based&quot; methods are not the same as counting reports.

3. The figure of 20% is a 5/1 ratio and actually confirms my point to you that you don&#039;t really know whether the factor is 10 or just 5.

4. As the Hopkins citation admits, in Bosnia the factor was less than 5.

Again, if the Hopkins study had shown an estimate of 5 x IBC ~ 250,000, it would not have been so controversial.

One problem with the Hopkins study is its lack of preofessionalism. Burnham didn&#039;t impress by vaguely citing not-necessarily-comparable studies. Had he wanted to be professional, he would have tried to pick comparale ones and analyse the similarities and differences. He&#039;s too obviously grinding an axe, and it&#039;s hurt his credibility.</description>
		<content:encoded><![CDATA[<p>You haven&#8217;t read critically. Obviously surveys will have a higher estimate than passive counts, and that&#8217;s all I took Burnham&#8217;s comment to indicate. But you have no proof of an exact factor (such as the 10 you claim), and Burnham cannot simply &#8220;adopt&#8221; the factor claimed in other situations which differ from his own:</p>
<p>1. Guatemala hardly had a free press, nor the coverage by reporters to the extent of Iraq. Do you imagine Montt wanted his crimes known?</p>
<p>2. &#8220;Facility-based&#8221; methods are not the same as counting reports.</p>
<p>3. The figure of 20% is a 5/1 ratio and actually confirms my point to you that you don&#8217;t really know whether the factor is 10 or just 5.</p>
<p>4. As the Hopkins citation admits, in Bosnia the factor was less than 5.</p>
<p>Again, if the Hopkins study had shown an estimate of 5 x IBC ~ 250,000, it would not have been so controversial.</p>
<p>One problem with the Hopkins study is its lack of preofessionalism. Burnham didn&#8217;t impress by vaguely citing not-necessarily-comparable studies. Had he wanted to be professional, he would have tried to pick comparale ones and analyse the similarities and differences. He&#8217;s too obviously grinding an axe, and it&#8217;s hurt his credibility.</p>
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