Frequentist confidence intervals and Bayesian credible intervals answer different questions, and confusing them can distort product decisions

The post The 95% Illusion: Why Your Confidence Interval Isn't What You Think It Is appeared first on Towards Data Science.

Why prediction-driven variable selection misses confounders and how Bayesian Adjustment for Confounding attempts to fix it.

The post Why Your Best Predictive Model Gives the Wrong Treatment Effect appeared first on Towards Data Science.