Bayesian Statistics on Undertidehttps://www.kircerta.com/tags/bayesian-statistics/Recent content in Bayesian Statistics on UndertideHugo -- 0.161.1en-usTue, 24 Mar 2026 00:00:00 +0000Bayesian Linear Regression Lifecycle: Posterior, MAP, and Predictive Uncertaintyhttps://www.kircerta.com/posts/science/bayesian-linear-regression-lifecycle/Tue, 24 Mar 2026 00:00:00 +0000https://www.kircerta.com/posts/science/bayesian-linear-regression-lifecycle/A worked Bayesian linear regression example showing the design matrix, posterior derivation, MLE vs MAP, and predictive uncertainty.