Simple python code for a frequency box visualization of bayes rule for test errors, for teaching mainly

Contextual effects on production of probability expressions

Analyze the kill rate per hour of the movies written and directed by Quentin Tarantino, with the ultimate goal of predicting the body count in his next movie.

Solutions to Richard McElreath's Statistical Rethinking: A Bayesian Course homeworks.

Bayesian Analysis in Python (2nd ed.) with Numpyro

implementation of some famous algorithms in statistical machine learning from scratch

Companion GitHub repo for the following paper: https://arxiv.org/abs/2211.16393

My final project for the Bayesian Data Analysis course.

code to produce the results in McCourt & Madigan (2015)

Bayesian State-Space Modeling of Mouse-Tracking Experiments via Stan

Predicting property prices in Melbourne, using Bayesian MultiRegression and Markov Chain Monte Carlo Simulations.

Probability Expressions & High-Order Uncertainty

Heart failure prediction using Bernoulli-Logit and Bayesian workflow

The Voice triggered Snippets of cmdstan code for use with Voice In Plus

PGM course hometask

Dive into the flavorful world of probabilistic sushi recommendations with SushiNference-Bayes! This innovative C# project leverages Bayesian inference and the Infer.NET library to predict and model sushi preferences, serving up a delicious blend of machine learning and culinary science.

deriving Bayesian AR (1) model

R bayes statistics brochure, in Estonian

Analysis of causes of death for viral hepatitis and sequelae of viral hepatitis.