README.md

Bayesian learning and Monte Carlo Simulations: Final Project

Report, Code and Presentation of a Bayesian Learning project for Politecnico di Milano.

The objective of the project consisted in applying a Bayesian approach in a simple regression problem.

Project Workflow

• Data Analysis
• Prior definition and tryouts
• Posterior Analysis
• Prediction Analysis

Tools Used

• Bayesian Regression
• Bayesian Information Criterion
• JAGS (Just Another Gibbs Sampler)
• Histogram using Spike and Slab