Samples of Thoughts

Hidden Influence in Milk The Causal Reasoning behind it Markov Equivalence Simulating a Masking Ball These are code snippets and notes for the fifth chapter, The Many Variables & The Spurious Waffles, section 2, of the book Statistical Rethinking (version 2) by Richard McElreath. Hidden Influence in Milk In the previous section about spurious associations we used multiple regression to eliminate variables that seemed to have an influence when comparing bivariate relationships but whose association vanishes when introducing more variables to the regression. »

Spurious Waffles (and Marriages) Yo, DAG Does this DAG fit? More than one predictor: Multiple regression In Matrix Notation Simulating some Divorces How do we plot these? Predictor residual plots Posterior prediction plots Counterfactual plot Simulating spurious associations Simulating counterfactuals These are code snippets and notes for the fifth chapter, The Many Variables & The Spurious Waffles, section 1, of the book Statistical Rethinking (version 2) by Richard McElreath. »