This repository contains the final projects from the nonparametrics, Bayesian, and multivariate analysis courses at HSE University. Each project is contained in its own folder, with the project report and any associated code or data files.
The nonparametrics project is located in the "NPTA" folder. The projects involved applying the following methods:
- Exploratory data analysis + Kernel optimization
- Normality analysis
- NP-Cluster analysis
- NP-Regression analysis
- Log-linear modelling
The Bayesian projects are located in the "bayesian" folder. The projects focused on applying the following methods:
- Probabilistic programming
- GLM
- Hierarhical models