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Dr Mircea Zloteanu ☀️ 🌊🌴<p><a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statstab</span></a> #321 You Just Said Something Wrong About Logistic Regression by <span class="h-card" translate="no"><a href="https://mastodon.social/@Phdemetri" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>Phdemetri</span></a></span></p><p>Thoughts: Odd, probabilities, and risk ratios. Coefficients in logistic regression are only one of these.</p><p><a href="https://mastodon.social/tags/logisticregression" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>logisticregression</span></a> <a href="https://mastodon.social/tags/oddsratio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>oddsratio</span></a> <a href="https://mastodon.social/tags/riskratio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>riskratio</span></a> <a href="https://mastodon.social/tags/probability" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>probability</span></a> <a href="https://mastodon.social/tags/odds" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>odds</span></a> <a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>regression</span></a> </p><p><a href="https://dpananos.github.io/posts/2024-02-06-logit/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dpananos.github.io/posts/2024-</span><span class="invisible">02-06-logit/</span></a></p>
Dr Mircea Zloteanu ☀️ 🌊🌴<p><a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statstab</span></a> #24 Non-linear model are evil [my title]</p><p>Thoughts: When ppl say "just use exp() to get the value on the original scale" a vein pops. NLMs are complicated things. I only tolerate probit model (for SDT reasons).</p><p><a href="https://mastodon.social/tags/oddsratio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>oddsratio</span></a> <a href="https://mastodon.social/tags/riskratio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>riskratio</span></a> <a href="https://mastodon.social/tags/effects" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>effects</span></a></p><p><a href="https://read.dukeupress.edu/demography/article/59/4/1459/316381/Is-the-Effect-Larger-in-Group-A-or-B-It-Depends" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">read.dukeupress.edu/demography</span><span class="invisible">/article/59/4/1459/316381/Is-the-Effect-Larger-in-Group-A-or-B-It-Depends</span></a></p>