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            <title>diagnostic tests - sens, spec, PPV, NPV, etc</title>
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            <description>diagnostic tests - sens, spec, PPV, NPV, etc

see also:

	* Medical statistical analysis;
	* journal club;
	* study designs

mathematical risk = when we don’t know what the outcome is, but we do know the distribution of the outcomes

mathematical uncertainty = when we don’t know what the outcome is, and we don’t know the distribution of outcomes</description>
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        <category>stats</category>
            <pubDate>Sat, 11 Jan 2014 01:05:22 +0000</pubDate>
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            <title>first, do no harm</title>
            <link>http://www.ozemedicine.com/wiki/doku.php?id=stats:do_no_harm</link>
            <description>first, do no harm

see also:

	* diagnostic tests - sens, spec, PPV, NPV, etc

introduction

	* emergency physicians are being increasingly pushed to make rushed decisions which, on the surface appear to be very reasonable and logical, but for a given patient, may in fact cause more harm than good.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>stats</category>
            <pubDate>Thu, 20 Oct 2022 01:25:38 +0000</pubDate>
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            <title>Meta-analysis studies</title>
            <link>http://www.ozemedicine.com/wiki/doku.php?id=stats:metaanalysis</link>
            <description>Meta-analysis studies

see also Medical statistical analysis

Meta-analysis Reviews:

	* A discipline which provides methods of finding, appraising &amp; combining data from a range of studies;
	* Although bias can intrude in a traditional narrative review, it is more important in meta-analysis because a wealth of apparently disparate data can be reduced to a few simple statistics which are likely to influence treatment or public policy, thus need to assess quality by asking:</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>stats</category>
            <pubDate>Mon, 03 Nov 2008 06:58:20 +0000</pubDate>
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            <title>research and innovation in emergency medicine</title>
            <link>http://www.ozemedicine.com/wiki/doku.php?id=stats:research</link>
            <description>research and innovation in emergency medicine

see also:

	* evidence based medicine (EBM)
	* journal club
	* Medical statistical analysis
	* ACEM Emergency Medicine Research Foundation and the Morson Taylor Research Awards
	* Joseph Epstein Centre for Emergency Medicine Research - located at Sunshine Hospital, Melbourne.
	* Queensland Emergency Medicine Research Foundation (QEMRF)
	* Australian Govt National Institute of Clinical Studies (NICS)
	* Monash University, Centre of Research Excellenc…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>stats</category>
            <pubDate>Fri, 06 Feb 2009 03:53:28 +0000</pubDate>
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        <item>
            <title>receiver operator characteristics (ROC) and area under the curve (AUCROC)</title>
            <link>http://www.ozemedicine.com/wiki/doku.php?id=stats:roc</link>
            <description>receiver operator characteristics (ROC) and area under the curve (AUCROC)

see also:

	* Medical statistical analysis
	* &lt;https://en.wikipedia.org/wiki/Receiver_operating_characteristic&gt;
	* Korean J Anesthesiol. 2022 : Receiver operating characteristic curve: overview and practical use for clinicians
		*  “The AUC is a measure of the overall performance of a diagnostic test and can be interpreted as the average value of sensitivities for all possible specificities. The AUC has a value between 0 …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>stats</category>
            <pubDate>Wed, 25 Oct 2023 02:05:25 +0000</pubDate>
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        <item>
            <title>Medical statistical analysis</title>
            <link>http://www.ozemedicine.com/wiki/doku.php?id=stats:statistics</link>
            <description>Medical statistical analysis

see also:

	* journal club
	* research and innovation in emergency medicine
	* diagnostic testing - sensitivity, specificity, PPV, NPV, etc
	* Clinical research study designs - odds ratio, etc
	* Meta-analysis studies
	* receiver operator characteristics (ROC) and area under the curve (AUCROC)
	* risk and the perception of risk

Other references

	* study design for dummies - by Laika
	* &lt;https://dataorigami.net/Probabilistic-Programming-and-Bayesian-Methods-for-Hac…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>stats</category>
            <pubDate>Wed, 25 Oct 2023 02:00:11 +0000</pubDate>
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            <title>Clinical research study designs</title>
            <link>http://www.ozemedicine.com/wiki/doku.php?id=stats:study_designs</link>
            <description>Clinical research study designs

see also Medical statistical analysis

Randomised controlled trial:

	* investigator assigns at random the independent variable (eg. drug or vaccine) &amp; examines the effect on the outcome or dependent variable (eg. % pts surviving relevant illness - case fatality; or incidence rate of the relevant disease);</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>stats</category>
            <pubDate>Mon, 03 Nov 2008 06:52:24 +0000</pubDate>
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