#statstab #485 Bayesian ANCOVA and the ATE

Thoughts: Still grappling with the implications of using the causal inference approach to randomized experiments. But it's interesting.

#ATE #causalinference #ancova #ANOVA #rstats #estimand #counterfactuals

solomonkurz.netlify.app/blog/2025-07...

18  Experimental : causal – Research Design in the Social Sciences

#statstab #476 Experimental : causal

Thoughts: Randomized experiments are the gold standard for inference for a reason. But they are hard to design.

#design #r #statistics #methods #experiment #tutorial #pedagogy #education #hypothesis #nhst #causal #ancova

book.declaredesign.org/library/expe...

Permutation Tests for Regression, (Repeated Measures) ANOVA/ANCOVA and Comparison of Signals Functions to compute p-values based on permutation tests. Regression, ANOVA and ANCOVA, omnibus F-tests, marginal unilateral and bilateral t-tests are available. Several methods to handle nuisance var...

#statstab #460 {permuco} permutation tests in linear models with nuisances variables

Thoughts: Supports ANOVA, ANCOVA, t-tests and more.

#permutation #randomization #ANOVA #rstats #r #pvalues #ancova #ttest

jaromilfrossard.github.io/permuco/inde...

Repeated Measures and Mixed Models

#statstab #208 Repeated Measures and Mixed Models

Thoughts: t-test vs ANCOVA, glm, Lord's paradox, mixed effects models, this post has it all! even causal DAGs a la Pearl!

#dag #ttest #ancova #lordsparadox #r

m-clark.github.io/docs/mixedMo...