Title: “A Comparative study between Parametric and Non-parametric Regression (Gaussian Process) Models”
Supervised by Dr. Durba Bhattacharya, St. Xavier’s College (Autonomous), Kolkata
- Compared the efficacies of Gaussian Process Regression (GPR) and OLS Regression by fitting corresponding models to simulated data drawn from a variety of stochastic distributions
- Fitted GPR model (with appropriate kernels) to the data “Gross Domestic Product (GDP) of India from 1960 to 2019” and compared the two techniques