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Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #400 (!) Precise Answers to Vague Questions: Issues With InteractionsThoughts: For the 400th post, I'll reshare an important article for the causal inference and interactions.<a href="https://mastodon.social/tags/interactions" class="mention hashtag" rel="nofollow noopener" target="_blank">#interactions</a> <a href="https://mastodon.social/tags/theory" class="mention hashtag" rel="nofollow noopener" target="_blank">#theory</a> <a href="https://mastodon.social/tags/methodology" class="mention hashtag" rel="nofollow noopener" target="_blank">#methodology</a> <a href="https://mastodon.social/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#psychology</a> <a href="https://mastodon.social/tags/researchmethods" class="mention hashtag" rel="nofollow noopener" target="_blank">#researchmethods</a><a href="https://journals.sagepub.com/doi/10.1177/25152459211007368" rel="nofollow noopener" translate="no" target="_blank">https://journals.sagepub.com/doi/10.1177/25152459211007368</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #399 An Illustrated Guide to TMLE, Part II: The AlgorithmThoughts: Targeted Maximum Likelihood Estimation. Not sure what this is or if I'll ever use it, but the tutorial seems straightforward.<a href="https://mastodon.social/tags/guide" class="mention hashtag" rel="nofollow noopener" target="_blank">#guide</a> <a href="https://mastodon.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#tutorial</a> <a href="https://mastodon.social/tags/TMLE" class="mention hashtag" rel="nofollow noopener" target="_blank">#TMLE</a> <a href="https://mastodon.social/tags/binary" class="mention hashtag" rel="nofollow noopener" target="_blank">#binary</a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#ML</a><a href="https://www.khstats.com/blog/tmle/tutorial-pt2" rel="nofollow noopener" translate="no" target="_blank">https://www.khstats.com/blog/tmle/tutorial-pt2</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #398 Eta^2 for bayesian models {effectsize}Thoughts: Great resource, but scroll to "Eta Squared from Posterior Predictive Distribution"<a href="https://mastodon.social/tags/effectsize" class="mention hashtag" rel="nofollow noopener" target="_blank">#effectsize</a> <a href="https://mastodon.social/tags/eta2" class="mention hashtag" rel="nofollow noopener" target="_blank">#eta2</a> <a href="https://mastodon.social/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#bayesian</a> <a href="https://mastodon.social/tags/brms" class="mention hashtag" rel="nofollow noopener" target="_blank">#brms</a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#r</a><a href="https://easystats.github.io/effectsize/reference/eta_squared.html#eta-squared-from-posterior-predictive-distribution" rel="nofollow noopener" translate="no" target="_blank">https://easystats.github.io/effectsize/reference/eta_squared.html#eta-squared-from-posterior-predictive-distribution</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #397 How and Why I Switched from the ROC Curve to the Precision-Recall Curve to Analyze My Imbalanced ModelsThoughts: Can the eyewitness peeps explain how they correct for stimuli imbalance? 🤔<a href="https://mastodon.social/tags/roc" class="mention hashtag" rel="nofollow noopener" target="_blank">#roc</a> <a href="https://mastodon.social/tags/roccurve" class="mention hashtag" rel="nofollow noopener" target="_blank">#roccurve</a> <a href="https://mastodon.social/tags/precisionaccuracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#precisionaccuracy</a> <a href="https://mastodon.social/tags/auc" class="mention hashtag" rel="nofollow noopener" target="_blank">#auc</a><a href="https://juandelacalle.medium.com/how-and-why-i-switched-from-the-roc-curve-to-the-precision-recall-curve-to-analyze-my-imbalanced-6171da91c6b8" rel="nofollow noopener" translate="no" target="_blank">https://juandelacalle.medium.com/how-and-why-i-switched-from-the-roc-curve-to-the-precision-recall-curve-to-analyze-my-imbalanced-6171da91c6b8</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #396 If researchers find Cohen’s d = 8, no they didn’tThoughts: Sometimes an effect is so impressive that its unbelievable.<a href="https://mastodon.social/tags/effectsize" class="mention hashtag" rel="nofollow noopener" target="_blank">#effectsize</a> <a href="https://mastodon.social/tags/cohend" class="mention hashtag" rel="nofollow noopener" target="_blank">#cohend</a> <a href="https://mastodon.social/tags/QRPs" class="mention hashtag" rel="nofollow noopener" target="_blank">#QRPs</a> <a href="https://mastodon.social/tags/sesoi" class="mention hashtag" rel="nofollow noopener" target="_blank">#sesoi</a><a href="https://mmmdata.io/posts/2025/07/if-researchers-find-cohens-d-8-no-they-didnt/" rel="nofollow noopener" translate="no" target="_blank">https://mmmdata.io/posts/2025/07/if-researchers-find-cohens-d-8-no-they-didnt/</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #395 The n-of-1 randomized controlled trial: clinical usefulnessThoughts: Could RCTs comprised of 1 participant be useful? Maybe! And more so than large sample observational studies.<a href="https://mastodon.social/tags/Nof1" class="mention hashtag" rel="nofollow noopener" target="_blank">#Nof1</a> <a href="https://mastodon.social/tags/RCTs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RCTs</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://mastodon.social/tags/methods" class="mention hashtag" rel="nofollow noopener" target="_blank">#methods</a> <a href="https://mastodon.social/tags/clinical" class="mention hashtag" rel="nofollow noopener" target="_blank">#clinical</a><a href="https://pubmed.ncbi.nlm.nih.gov/2297206/" rel="nofollow noopener" translate="no" target="_blank">https://pubmed.ncbi.nlm.nih.gov/2297206/</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #394 Difference-in-Differences EstimationThoughts: A bit of love for the python coders. DiD with lots of examples and estimators.<a href="https://mastodon.social/tags/did" class="mention hashtag" rel="nofollow noopener" target="_blank">#did</a> <a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://mastodon.social/tags/guide" class="mention hashtag" rel="nofollow noopener" target="_blank">#guide</a> <a href="https://mastodon.social/tags/observational" class="mention hashtag" rel="nofollow noopener" target="_blank">#observational</a> <a href="https://mastodon.social/tags/TWFE" class="mention hashtag" rel="nofollow noopener" target="_blank">#TWFE</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalinference</a><a href="https://py-econometrics.github.io/pyfixest/difference-in-differences.html#pointwise-vs-simultaneous-inference-in-event-studies" rel="nofollow noopener" translate="no" target="_blank">https://py-econometrics.github.io/pyfixest/difference-in-differences.html#pointwise-vs-simultaneous-inference-in-event-studies</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #393 Statistically Efficient Ways to Quantify Added Predictive Value of New Measurements [actual post]Thoughts: #392 has the comments, but this is where the magic happens.<a href="https://mastodon.social/tags/modelselection" class="mention hashtag" rel="nofollow noopener" target="_blank">#modelselection</a> <a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener" target="_blank">#modelcomparison</a> <a href="https://mastodon.social/tags/variance" class="mention hashtag" rel="nofollow noopener" target="_blank">#variance</a> <a href="https://mastodon.social/tags/effectsize" class="mention hashtag" rel="nofollow noopener" target="_blank">#effectsize</a> <a href="https://mastodon.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#tutorial</a><a href="https://www.fharrell.com/post/addvalue/" rel="nofollow noopener" translate="no" target="_blank">https://www.fharrell.com/post/addvalue/</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #392 Statistically Efficient Ways to Quantify Added Predictive Value of New Measurements (forum thread)Thoughts: Forums can be great for asking the author for exact answers to complex questions<a href="https://mastodon.social/tags/modelselection" class="mention hashtag" rel="nofollow noopener" target="_blank">#modelselection</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/prediction" class="mention hashtag" rel="nofollow noopener" target="_blank">#prediction</a> <a href="https://mastodon.social/tags/bias" class="mention hashtag" rel="nofollow noopener" target="_blank">#bias</a> <a href="https://mastodon.social/tags/information" class="mention hashtag" rel="nofollow noopener" target="_blank">#information</a><a href="https://discourse.datamethods.org/t/statistically-efficient-ways-to-quantify-added-predictive-value-of-new-measurements/2013/1" rel="nofollow noopener" translate="no" target="_blank">https://discourse.datamethods.org/t/statistically-efficient-ways-to-quantify-added-predictive-value-of-new-measurements/2013/1</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #391 {sensemakr} Sensitivity Analysis Tools for OLSThoughts: No unobserved variables is an untestable assumption, but you can quantify the robustness of your ATE.<a href="https://mastodon.social/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#R</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/observational" class="mention hashtag" rel="nofollow noopener" target="_blank">#observational</a> <a href="https://mastodon.social/tags/inference" class="mention hashtag" rel="nofollow noopener" target="_blank">#inference</a> <a href="https://mastodon.social/tags/confounding" class="mention hashtag" rel="nofollow noopener" target="_blank">#confounding</a> <a href="https://mastodon.social/tags/bias" class="mention hashtag" rel="nofollow noopener" target="_blank">#bias</a> <a href="https://mastodon.social/tags/sensitivity" class="mention hashtag" rel="nofollow noopener" target="_blank">#sensitivity</a><a href="https://carloscinelli.com/sensemakr/" rel="nofollow noopener" translate="no" target="_blank">https://carloscinelli.com/sensemakr/</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #390 modelbased: An R package to make the most out of your statistical models through marginal means, marginal effects, and model predictionsThoughts: Great package for getting predicted probabilities for your models.<a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#r</a> <a href="https://mastodon.social/tags/easystats" class="mention hashtag" rel="nofollow noopener" target="_blank">#easystats</a><a href="https://doi.org/10.21105/joss.07969" rel="nofollow noopener" translate="no" target="_blank">https://doi.org/10.21105/joss.07969</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #389 Risk Ratio, odds ratio, risk difference… Which causal measure is easier to generalize?Thoughts: Use this with #388 for better insight into the issue of risk, odds, probabilities, and more.<a href="https://mastodon.social/tags/odds" class="mention hashtag" rel="nofollow noopener" target="_blank">#odds</a> <a href="https://mastodon.social/tags/oddsratios" class="mention hashtag" rel="nofollow noopener" target="_blank">#oddsratios</a> <a href="https://mastodon.social/tags/riskratios" class="mention hashtag" rel="nofollow noopener" target="_blank">#riskratios</a> <a href="https://mastodon.social/tags/probability" class="mention hashtag" rel="nofollow noopener" target="_blank">#probability</a><a href="https://arxiv.org/html/2303.16008v3" rel="nofollow noopener" translate="no" target="_blank">https://arxiv.org/html/2303.16008v3</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #388 The odds are it's wrong: Correcting a common mistake in statisticsThoughts: Report probabilities instead, which in R (not SPSS) can be easily computed for your models.<a href="https://mastodon.social/tags/odds" class="mention hashtag" rel="nofollow noopener" target="_blank">#odds</a> <a href="https://mastodon.social/tags/oddsratios" class="mention hashtag" rel="nofollow noopener" target="_blank">#oddsratios</a> <a href="https://mastodon.social/tags/riskratios" class="mention hashtag" rel="nofollow noopener" target="_blank">#riskratios</a> <a href="https://mastodon.social/tags/probability" class="mention hashtag" rel="nofollow noopener" target="_blank">#probability</a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#r</a> <a href="https://mastodon.social/tags/logisticregression" class="mention hashtag" rel="nofollow noopener" target="_blank">#logisticregression</a><a href="https://onlinelibrary.wiley.com/doi/10.1111/test.12391" rel="nofollow noopener" translate="no" target="_blank">https://onlinelibrary.wiley.com/doi/10.1111/test.12391</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #387 Give Your Hypotheses Space!Thoughts: "It’s tempting to throw a bunch of variables...into a model ...but proceed at your own caution!"<a href="https://mastodon.social/tags/Mbias" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mbias</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalinference</a> <a href="https://mastodon.social/tags/collider" class="mention hashtag" rel="nofollow noopener" target="_blank">#collider</a> <a href="https://mastodon.social/tags/moderator" class="mention hashtag" rel="nofollow noopener" target="_blank">#moderator</a> <a href="https://mastodon.social/tags/confounder" class="mention hashtag" rel="nofollow noopener" target="_blank">#confounder</a> <a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener" target="_blank">#r</a> <a href="https://mastodon.social/tags/DAG" class="mention hashtag" rel="nofollow noopener" target="_blank">#DAG</a><a href="https://brian-lookabaugh.github.io/website-brianlookabaugh/blog/2025/mutual-adjustment/" rel="nofollow noopener" translate="no" target="_blank">https://brian-lookabaugh.github.io/website-brianlookabaugh/blog/2025/mutual-adjustment/</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #386 {bayestestR} Evaluating Evidence and Making Decisions using Bayesian Statistics by <a href="https://scicomm.xyz/@mattansb" class="u-url mention" rel="nofollow noopener" target="_blank">@mattansb</a> Thoughts: Want to start using Bayesian stats? Here is a quick but comprehensive guide in <a href="https://mastodon.social/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#R</a><a href="https://mastodon.social/tags/bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#bayesian</a> <a href="https://mastodon.social/tags/bayes" class="mention hashtag" rel="nofollow noopener" target="_blank">#bayes</a> <a href="https://mastodon.social/tags/mcmc" class="mention hashtag" rel="nofollow noopener" target="_blank">#mcmc</a> <a href="https://mastodon.social/tags/easystats" class="mention hashtag" rel="nofollow noopener" target="_blank">#easystats</a> <a href="https://mastodon.social/tags/guide" class="mention hashtag" rel="nofollow noopener" target="_blank">#guide</a><a href="https://mattansb.github.io/bayesian-evidence/" rel="nofollow noopener" translate="no" target="_blank">https://mattansb.github.io/bayesian-evidence/</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #385 Understanding and Implementing Robust Regression in RThoughts: Not a thorough guide, but shows how simple it is to use a robust regression (rlm vs lm).<a href="https://mastodon.social/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#R</a> <a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://mastodon.social/tags/robust" class="mention hashtag" rel="nofollow noopener" target="_blank">#robust</a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#statistics</a> <a href="https://mastodon.social/tags/guide" class="mention hashtag" rel="nofollow noopener" target="_blank">#guide</a> <a href="https://mastodon.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#tutorial</a> <a href="https://mastodon.social/tags/outliers" class="mention hashtag" rel="nofollow noopener" target="_blank">#outliers</a> <a href="https://mastodon.social/tags/Mestimator" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mestimator</a><a href="https://www.spsanderson.com/steveondata/posts/2023-11-28/index.html" rel="nofollow noopener" translate="no" target="_blank">https://www.spsanderson.com/steveondata/posts/2023-11-28/index.html</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #384 When to use Fisher versus Neyman-Pearson framework?Thoughts: 13y old post, still a good read today. Uni season is almost upon us, so it's good to learn this stuff.<a href="https://mastodon.social/tags/NHST" class="mention hashtag" rel="nofollow noopener" target="_blank">#NHST</a> <a href="https://mastodon.social/tags/pvalues" class="mention hashtag" rel="nofollow noopener" target="_blank">#pvalues</a> <a href="https://mastodon.social/tags/RAFisher" class="mention hashtag" rel="nofollow noopener" target="_blank">#RAFisher</a> <a href="https://mastodon.social/tags/NeymanPearson" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeymanPearson</a> <a href="https://mastodon.social/tags/Fisher" class="mention hashtag" rel="nofollow noopener" target="_blank">#Fisher</a> <a href="https://mastodon.social/tags/forum" class="mention hashtag" rel="nofollow noopener" target="_blank">#forum</a> <a href="https://mastodon.social/tags/statsexchange" class="mention hashtag" rel="nofollow noopener" target="_blank">#statsexchange</a> <a href="https://stats.stackexchange.com/questions/23142/when-to-use-fisher-versus-neyman-pearson-framework" rel="nofollow noopener" translate="no" target="_blank">https://stats.stackexchange.com/questions/23142/when-to-use-fisher-versus-neyman-pearson-framework</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #383 Berkson's paradoxThoughts: aka Berkson's bias, collider bias, or Berkson's fallacy. Important for interpreting conditional probabilities. Can produce counterintuitive patterns.<a href="https://mastodon.social/tags/paradox" class="mention hashtag" rel="nofollow noopener" target="_blank">#paradox</a> <a href="https://mastodon.social/tags/collider" class="mention hashtag" rel="nofollow noopener" target="_blank">#collider</a> <a href="https://mastodon.social/tags/bias" class="mention hashtag" rel="nofollow noopener" target="_blank">#bias</a> <a href="https://mastodon.social/tags/inference" class="mention hashtag" rel="nofollow noopener" target="_blank">#inference</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalinference</a><a href="https://en.m.wikipedia.org/wiki/Berkson's_paradox" rel="nofollow noopener" translate="no" target="_blank">https://en.m.wikipedia.org/wiki/Berkson's_paradox</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #382 The JASP Guidelines for Conducting and Reporting a Bayesian AnalysisThoughts: <a href="https://fosstodon.org/@JASPStats" class="u-url mention" rel="nofollow noopener" target="_blank">@JASPStats</a> is often people's first attempt at Bayesian statistics. But proper inference and reporting is crucial.<a href="https://mastodon.social/tags/JASP" class="mention hashtag" rel="nofollow noopener" target="_blank">#JASP</a> <a href="https://mastodon.social/tags/Bayesian" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bayesian</a> <a href="https://mastodon.social/tags/BayesFactor" class="mention hashtag" rel="nofollow noopener" target="_blank">#BayesFactor</a> <a href="https://mastodon.social/tags/guide" class="mention hashtag" rel="nofollow noopener" target="_blank">#guide</a> <a href="https://mastodon.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#tutorial</a><a href="https://link.springer.com/article/10.3758/s13423-020-01798-5" rel="nofollow noopener" translate="no" target="_blank">https://link.springer.com/article/10.3758/s13423-020-01798-5</a>

Dr Mircea Zloteanu ☀️ 🌊🌴<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener" target="_blank">#statstab</a> #381 In psychology everything mediates everythingThoughts: Another great explanation of the pitfalls of mediation analysis. Mediation is not a simple procedure and require strong theory.<a href="https://mastodon.social/tags/mediation" class="mention hashtag" rel="nofollow noopener" target="_blank">#mediation</a> <a href="https://mastodon.social/tags/QRPs" class="mention hashtag" rel="nofollow noopener" target="_blank">#QRPs</a> <a href="https://mastodon.social/tags/correlation" class="mention hashtag" rel="nofollow noopener" target="_blank">#correlation</a> <a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#regression</a> <a href="https://mastodon.social/tags/PROCESS" class="mention hashtag" rel="nofollow noopener" target="_blank">#PROCESS</a><a href="https://steamtraen.blogspot.com/2020/04/in-psychology-everything-mediates.html?m=1" rel="nofollow noopener" translate="no" target="_blank">https://steamtraen.blogspot.com/2020/04/in-psychology-everything-mediates.html?m=1</a>

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