This repository contains the assignments for the course Statistical Modelling: Bayesian Analysis with Python.
- Bayesian Model estimate for dice is a simple linear model and explores the effect of beta values on likelihood.
- Correlation and Linear Regression includes Linear regression models for iris dataset with calculations for pearson correlation coefficient and r-squared values.
- Multi-linear regression models includes multi-linear regression models and related concepts of multicollinearity, confounding variables etc.