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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

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