Bayesian statistics

This repository contains homeworks for course Bayesian statistics. The themes of the homeworks are the following:

  • Paper analysis: learning PPDAC structure and analysis of how it was used in one article.
  • Probabilistic thinking: short comparisson of natural and probabilistic thinking, Stan tutorial.
  • Probabilistic programming: data analysis with stan, prediction of optimal investment ratios for start-ups with Bayesian inference.
  • ... in progress