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#covariate

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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> #285 Do Covariates Change the Estimand?</p><p>Thoughts: "covariates should be taken into account in estimation. Doing so does not change the question but gives better answers"</p><p><a href="https://mastodon.social/tags/estimand" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>estimand</span></a> <a href="https://mastodon.social/tags/covariate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>covariate</span></a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>causalinference</span></a> <a href="https://mastodon.social/tags/effects" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>effects</span></a> <a href="https://mastodon.social/tags/estimation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>estimation</span></a> </p><p><a href="https://doi.org/10.1080/19466315.2019.1647874" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1080/19466315.2019.</span><span class="invisible">1647874</span></a></p>
JMLR<p>'DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data', by Jiayi Tong, Jie Hu, George Hripcsak, Yang Ning, Yong Chen.</p><p><a href="http://jmlr.org/papers/v26/23-1254.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">jmlr.org/papers/v26/23-1254.ht</span><span class="invisible">ml</span></a> <br> <br><a href="https://sigmoid.social/tags/leveraging" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>leveraging</span></a> <a href="https://sigmoid.social/tags/estimates" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>estimates</span></a> <a href="https://sigmoid.social/tags/covariate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>covariate</span></a></p>
Dr Mircea Zloteanu 🌼🐝<p><a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statstab</span></a> #218 Simulation on adjusting for confounders in a mixed model by <span class="h-card" translate="no"><a href="https://schelling.pt/@rubenarslan" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>rubenarslan</span></a></span> </p><p>Thoughts: Brief but insightful simulation to understand bias from ignoring random slopes.</p><p><a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>r</span></a> <a href="https://mastodon.social/tags/simulation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>simulation</span></a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>causalinference</span></a> <a href="https://mastodon.social/tags/bias" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bias</span></a> <a href="https://mastodon.social/tags/covariate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>covariate</span></a> <a href="https://mastodon.social/tags/randomslopes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>randomslopes</span></a></p><p><a href="https://rubenarslan.github.io/posts/2024-05-24-simulation-on-adjusting-for-confounders-in-a-mixed-model/index.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">rubenarslan.github.io/posts/20</span><span class="invisible">24-05-24-simulation-on-adjusting-for-confounders-in-a-mixed-model/index.html</span></a></p>
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