JMLR<p>'Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding', by Jiajing Zheng, Alexander D'Amour, Alexander Franks.</p><p><a href="http://jmlr.org/papers/v26/22-0372.html" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">http://</span><span class="ellipsis">jmlr.org/papers/v26/22-0372.ht</span><span class="invisible">ml</span></a> <br /> <br /><a href="https://sigmoid.social/tags/confounders" class="mention hashtag" rel="tag">#<span>confounders</span></a> <a href="https://sigmoid.social/tags/copula" class="mention hashtag" rel="tag">#<span>copula</span></a> <a href="https://sigmoid.social/tags/confounding" class="mention hashtag" rel="tag">#<span>confounding</span></a></p>
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#confounding
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JMLR<p>'Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls', by Erich Kummerfeld, Jaewon Lim, Xu Shi.</p><p><a href="http://jmlr.org/papers/v25/22-1062.html" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">http://</span><span class="ellipsis">jmlr.org/papers/v25/22-1062.ht</span><span class="invisible">ml</span></a> <br /> <br /><a href="https://sigmoid.social/tags/confounder" class="mention hashtag" rel="tag">#<span>confounder</span></a> <a href="https://sigmoid.social/tags/causal" class="mention hashtag" rel="tag">#<span>causal</span></a> <a href="https://sigmoid.social/tags/confounding" class="mention hashtag" rel="tag">#<span>confounding</span></a></p>
John Urbanik<p>ICYMI, <span class="h-card" translate="no"><a href="https://genomic.social/@ihaque" class="u-url mention">@<span>ihaque</span></a></span> just finished sharing a tootorial on our recent work @ Recursion investigating a widespread source of systematic <a href="https://sigmoid.social/tags/confounding" class="mention hashtag" rel="tag">#<span>confounding</span></a> in <a href="https://sigmoid.social/tags/CRISPR" class="mention hashtag" rel="tag">#<span>CRISPR</span></a>-Cas9 screens we dub "proximity bias."</p><p><a href="https://www.biorxiv.org/content/10.1101/2023.04.15.537038v1" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">biorxiv.org/content/10.1101/20</span><span class="invisible">23.04.15.537038v1</span></a></p><p>We believe that this confounding has implications for most CRISPR-based discovery and may have implications for therapy.</p><p>Some sections haven't yet made their way off of the bird site, so take a look here: <a href="https://twitter.com/ImranSHaque/status/1650911267530629120" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="ellipsis">twitter.com/ImranSHaque/status</span><span class="invisible">/1650911267530629120</span></a></p>
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