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Andrew Heiss :rstats:<p>More *Bayes Rules!* notes + <a href="https://fediscience.org/tags/brms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>brms</span></a> <a href="https://fediscience.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> translation: logistic and negative binomial models, which are super tricky to work with!</p><p>I added extra stuff on marginal effects, including the (new!) ability to integrate out random effects with {marginaleffects}</p><p><a href="https://bayesf22-notebook.classes.andrewheiss.com/bayes-rules/18-chapter.html" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">bayesf22-notebook.classes.andr</span><span class="invisible">ewheiss.com/bayes-rules/18-chapter.html</span></a></p><p><a href="https://fediscience.org/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesian</span></a> <a href="https://fediscience.org/tags/statTootstics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statTootstics</span></a> <a href="https://fediscience.org/tags/statsodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statsodon</span></a></p>
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Andrew Heiss :rstats:<p>My notes + <a href="https://fediscience.org/tags/brms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>brms</span></a> <a href="https://fediscience.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> translation of *Bayes Rules!* continues with the densest & most important chapter of the whole book—multilevel models with varying intercepts *and* slopes. The book covers every detail of these models, including the mystical ρ term! <a href="https://fediscience.org/tags/stan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>stan</span></a> <a href="https://fediscience.org/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesian</span></a> <a href="https://fediscience.org/tags/statsodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statsodon</span></a> <a href="https://fediscience.org/tags/statTootstics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statTootstics</span></a> </p><p><a href="https://bayesf22-notebook.classes.andrewheiss.com/bayes-rules/17-chapter.html" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">bayesf22-notebook.classes.andr</span><span class="invisible">ewheiss.com/bayes-rules/17-chapter.html</span></a></p>
Andrew Heiss :rstats:<p>MORE <a href="https://fediscience.org/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesian</span></a> CONTENT. Finished my tidyverse / brms <a href="https://fediscience.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> translation of *Bayes Rules!* ch. 16 on multilevel models. </p><p>They do a *masterful* job of explaining pooling, within/between variation, random offsets, and shrinkage. </p><p>READ THIS BOOK, PEOPLE! <a href="https://fediscience.org/tags/statsodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statsodon</span></a> <a href="https://fediscience.org/tags/statTootstics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statTootstics</span></a> <a href="https://bayesf22-notebook.classes.andrewheiss.com/bayes-rules/16-chapter.html" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">bayesf22-notebook.classes.andr</span><span class="invisible">ewheiss.com/bayes-rules/16-chapter.html</span></a></p>
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