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#measurementerror

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Dr Mircea Zloteanu 🌼🐝<p><a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statstab</span></a> #281 Correcting Cohen’s d for Measurement Error (A Method!)</p><p>Thoughts: Scale reliability can be incorporated into effect size computation (i.e., remove attenuation)</p><p><a href="https://mastodon.social/tags/measurementerror" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>measurementerror</span></a> <a href="https://mastodon.social/tags/effectsize" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>effectsize</span></a> <a href="https://mastodon.social/tags/cohend" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cohend</span></a> <a href="https://mastodon.social/tags/reliability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>reliability</span></a> <a href="https://mastodon.social/tags/scales" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scales</span></a></p><p><a href="http://rpubs.com/JLLJ/RPBD" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="">rpubs.com/JLLJ/RPBD</span><span class="invisible"></span></a></p>
Dennis Alexis Valin Dittrich<p>Using Large Language Models for Qualitative Analysis can Introduce Serious <a href="https://fediscience.org/tags/Bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bias</span></a><br><a href="https://arxiv.org/abs/2309.17147" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2309.17147</span><span class="invisible"></span></a><br>"…using LLMs to annotate text creates a risk of introducing biases that can lead to misleading inferences, in the sense that the errors that LLMs make in annotating are not random with respect to the characteristics of the subjects. Training simpler supervised models on high-quality human annotations with flexible coding leads to less <a href="https://fediscience.org/tags/measurementError" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>measurementError</span></a> and bias than <a href="https://fediscience.org/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLM</span></a> annotations"</p>
Jose Pina-Sánchez<p>If you want to know more about...<br>'Adjustment Methods for Data Quality Problems: <a href="https://sciences.social/tags/MissingData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MissingData</span></a>, <a href="https://sciences.social/tags/MeasurementError" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MeasurementError</span></a> and <a href="https://sciences.social/tags/Misclassification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Misclassification</span></a>', <br>join <a href="https://sciences.social/tags/AlbertVarela" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AlbertVarela</span></a> and me in our 2-day <a href="https://sciences.social/tags/NCRM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NCRM</span></a> short course, the 10th and 11th of January at Leeds.</p><p><a href="https://www.ncrm.ac.uk/training/show.php?article=13157" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">ncrm.ac.uk/training/show.php?a</span><span class="invisible">rticle=13157</span></a></p>
Jose Pina-Sánchez<p>'Exploring the impact of measurement error in police recorded crime rates through sensitivity analysis' out in Crime Science.</p><p><a href="https://sciences.social/tags/Criminology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Criminology</span></a> <a href="https://sciences.social/tags/crimodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>crimodon</span></a> <a href="https://sciences.social/tags/CriminalJustice" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CriminalJustice</span></a> <a href="https://sciences.social/tags/police" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>police</span></a> <a href="https://sciences.social/tags/CrimeData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CrimeData</span></a> <a href="https://sciences.social/tags/Bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bias</span></a> <a href="https://sciences.social/tags/MeasurementError" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MeasurementError</span></a> <span class="h-card"><a href="https://a.gup.pe/u/criminology" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>criminology</span></a></span> </p><p><a href="https://link.springer.com/article/10.1186/s40163-023-00192-5#Tab1" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">link.springer.com/article/10.1</span><span class="invisible">186/s40163-023-00192-5#Tab1</span></a></p>
Jose Pina-Sánchez<p>David Buil and myself chatting with Iain Brennan about the <a href="https://sciences.social/tags/RecountingCrime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RecountingCrime</span></a> project and different problems with crime measurement<br><a href="https://innovativecriminology.podbean.com/e/measuring-crime-in-small-areas/" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">innovativecriminology.podbean.</span><span class="invisible">com/e/measuring-crime-in-small-areas/</span></a><br>in what is the first episode of the <br> 'Innovative Methods in Criminology' podcast. </p><p><a href="https://sciences.social/tags/Criminology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Criminology</span></a>, <a href="https://sciences.social/tags/Crime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Crime</span></a>, <a href="https://sciences.social/tags/MeasurementError" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MeasurementError</span></a>, <a href="https://sciences.social/tags/PoliceData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PoliceData</span></a>, <span class="h-card"><a href="https://a.gup.pe/u/criminology" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>criminology</span></a></span></p>
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