The repository includes the programming part for the second assignment of the course DSC 531 - Statistical Simulations and Data Analysis of the University of Cyprus MSc in Data Science programme.
Authors: Nikolas Petrou, Fotis Kyriakou, Michalis Athanasiades
- Simulation techniques
- Monte Carlo
- Inversion sampling
- Rejection sampling
- Importance sampling
- Markov Chain Monte Carlo
- Metropolis-Hastings
- Basic Probability and Statistics concepts
- The implementation and code in R of the project is located in the solutions.html and solutions.rmd files
- The extended technical report and analysis of the work is not included (contact me in case you are interested in them)