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#equivalencetests

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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> #327 Effect Sizes for Equivalence Testing: Incorporating the Equivalence Interval</p><p>Thoughts: Not sure what value this approach has yet, but sharing for feedback.</p><p><a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/sesoi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sesoi</span></a> <a href="https://mastodon.social/tags/nhst" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nhst</span></a> <a href="https://mastodon.social/tags/noeffect" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>noeffect</span></a> <a href="https://mastodon.social/tags/nonsignificant" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nonsignificant</span></a> <a href="https://mastodon.social/tags/practicalsignificance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>practicalsignificance</span></a></p><p><a href="https://osf.io/preprints/psyarxiv/5buz9_v1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">osf.io/preprints/psyarxiv/5buz</span><span class="invisible">9_v1</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> #238 Bridging null hypothesis testing and estimation</p><p>Thoughts: An overview of the ways you can claim "no effect" under a bayesian framework.</p><p><a href="https://mastodon.social/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesian</span></a> <a href="https://mastodon.social/tags/bayesfactors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesfactors</span></a> <a href="https://mastodon.social/tags/nullresults" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nullresults</span></a> <a href="https://mastodon.social/tags/noeffect" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>noeffect</span></a> <a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/equivalence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalence</span></a> <a href="https://mastodon.social/tags/jasp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>jasp</span></a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>r</span></a></p><p><a href="https://osf.io/preprints/psyarxiv/c7b45" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">osf.io/preprints/psyarxiv/c7b4</span><span class="invisible">5</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> #233 Conditional equivalence testing (CET rule)</p><p>Thoughts: Many might not know that there are several decision rules for equivalence test. This one is slightly different from TOST classic.</p><p><a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/equivalence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalence</span></a> <a href="https://mastodon.social/tags/rules" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rules</span></a> <a href="https://mastodon.social/tags/nhst" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nhst</span></a></p><p><a href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0195145" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">journals.plos.org/plosone/arti</span><span class="invisible">cle?id=10.1371/journal.pone.0195145</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> #232 Bayesian Interval-Null Testing</p><p>Thoughts: @JASPStats has a module for Equivalence Tests that include Bayesian Overlapping and Non-Overlapping Hypothesis Testing.</p><p><a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/bayesfactors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesfactors</span></a> <a href="https://mastodon.social/tags/jasp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>jasp</span></a> <a href="https://mastodon.social/tags/noeffect" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>noeffect</span></a> <a href="https://mastodon.social/tags/bayes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayes</span></a><br> <a href="https://jasp-stats.org/2020/06/02/frequentist-and-bayesian-equivalence-testing-in-jasp/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jasp-stats.org/2020/06/02/freq</span><span class="invisible">uentist-and-bayesian-equivalence-testing-in-jasp/</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> #222 ROPE sensitivity to scales</p><p>Thoughts: Insightful github thread on setting ROPE ranges for equivalence tests, &amp; scaled / standardized predictors. PSA: make sure your model makes sense.</p><p><a href="https://mastodon.social/tags/ROPE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ROPE</span></a> <a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/signficance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signficance</span></a> <a href="https://mastodon.social/tags/parameters" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>parameters</span></a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>r</span></a></p><p><a href="https://github.com/easystats/bayestestR/issues/144" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/easystats/bayestest</span><span class="invisible">R/issues/144</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> #215 Four one-sided test of significance (FOST)</p><p>Thoughts: If you liked the "two one-sided t-tests" you'll love four! 2x the fun and inference. Superiority+equivalence+inferiority</p><p><a href="https://mastodon.social/tags/NHST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NHST</span></a> <a href="https://mastodon.social/tags/TOST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TOST</span></a> <a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> </p><p><a href="https://pedermisager.org/blog/four-one-sided-test/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">pedermisager.org/blog/four-one</span><span class="invisible">-sided-test/</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> #205 Equivalence Tests Using {marginaleffects}</p><p>Thoughts: Easily testing for "no effect" is important. Here's a tutorial by @carlislerainey using @VincentAB r pkg.</p><p><a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/equivalence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalence</span></a> <a href="https://mastodon.social/tags/TOST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TOST</span></a> <a href="https://mastodon.social/tags/marginaleffects" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>marginaleffects</span></a> <a href="https://mastodon.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tutorial</span></a> <a href="https://mastodon.social/tags/nullresults" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nullresults</span></a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>r</span></a></p><p><a href="https://www.carlislerainey.com/blog/2023-08-18-equivalence-tests/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">carlislerainey.com/blog/2023-0</span><span class="invisible">8-18-equivalence-tests/</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> #199 Mixed model equivalence test using R and PANGEA</p><p>Thoughts: While there are easier ways to compute <a href="https://mastodon.social/tags/EQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EQ</span></a> tests for such models now, it is nice to see how you'd do so manually.</p><p><a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/NHST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NHST</span></a> <a href="https://mastodon.social/tags/mixedeffects" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mixedeffects</span></a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>r</span></a> <a href="https://mastodon.social/tags/stats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>stats</span></a> <a href="https://mastodon.social/tags/nullresults" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nullresults</span></a></p><p><a href="https://pedermisager.org/blog/mixed_model_equivalence/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">pedermisager.org/blog/mixed_mo</span><span class="invisible">del_equivalence/</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> #194 Design and analysis of noninferiority studies</p><p>Thoughts: Sometimes all you want to know is "is this new thing not worse than the previous one?". Enter noninferiority tests.</p><p><a href="https://mastodon.social/tags/noninferiority" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>noninferiority</span></a> <a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/nhst" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nhst</span></a> <a href="https://mastodon.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> </p><p><a href="https://support.sas.com/kb/48/616.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">support.sas.com/kb/48/616.html</span><span class="invisible"></span></a></p>
Dr Mircea Zloteanu ☀️ 🌊🌴<p>Continuing my migration to <a href="https://mastodon.social/tags/Substack" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Substack</span></a>, just posted my Part II of what to do with Null results: </p><p><a href="https://mastodon.social/tags/stats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>stats</span></a> <a href="https://mastodon.social/tags/NHST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NHST</span></a> <a href="https://mastodon.social/tags/TOST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TOST</span></a> <a href="https://mastodon.social/tags/EquivalenceTests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EquivalenceTests</span></a></p><p><a href="https://open.substack.com/pub/mzloteanu/p/what-to-do-with-null-results-part?r=3b457w&amp;utm_campaign=post&amp;utm_medium=web&amp;showWelcome=true" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">open.substack.com/pub/mzlotean</span><span class="invisible">u/p/what-to-do-with-null-results-part?r=3b457w&amp;utm_campaign=post&amp;utm_medium=web&amp;showWelcome=true</span></a></p>
Dr Mircea Zloteanu ☀️ 🌊🌴<p>🚨My new <a href="https://mastodon.social/tags/openaccess" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>openaccess</span></a> paper is out. I explore the effect of uncertainty framing (epistemic or aleatory) on veracity judgements. The "negative" results indicate that phrasing the judgement as "how SURE are you... " vs "how LIKELY is it... " does *not* impact veracity judgments.</p><p><a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/nullresults" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nullresults</span></a> <a href="https://mastodon.social/tags/deception" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>deception</span></a> <a href="https://mastodon.social/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bayesian</span></a></p><p>Zloteanu, M. (2023). Uncertain Veracity Judgements: Does the Framing of the Question Influence Deception Detection? Experimental Results, 1-16<br><a href="https://doi.org/10.1017/exp.2023.9" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1017/exp.2023.9</span><span class="invisible"></span></a></p>
Dr Mircea Zloteanu ☀️ 🌊🌴<p>Part II of my series on what to do with non-significant results is up now.</p><p>In this post, I focus on how to determine if your data is compatible with the claim of "no effect" (and why relying on p-values is wrong). It covers TOST equivalence tests and how to interpret and write up your results for publication. Link below 🔗 </p><p><a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/frequentist" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>frequentist</span></a> <a href="https://mastodon.social/tags/NHST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NHST</span></a> <a href="https://mastodon.social/tags/pvalue" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pvalue</span></a> <a href="https://mastodon.social/tags/equivalencetests" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>equivalencetests</span></a> <a href="https://mastodon.social/tags/TOST" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TOST</span></a> <a href="https://mastodon.social/tags/null" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>null</span></a> <a href="https://mastodon.social/tags/hypothesistesting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hypothesistesting</span></a> <a href="https://mastodon.social/tags/hypothesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hypothesis</span></a></p><p><a href="https://mzstats.blogspot.com/2023/01/what-to-do-with-null-results-part-ii.html" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">mzstats.blogspot.com/2023/01/w</span><span class="invisible">hat-to-do-with-null-results-part-ii.html</span></a></p>
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