Using GAM regression to predict concrete compressive strength, as a function of the non-linear relationships with component amounts. Visualizing the findings using interactive 3D surface plots and scatterplots, made with Plotly for R.

Predicting used car selling prices using OLS linear regression and Bayesian Linear Regression, comparing the results.

Non-hierarchical k-medoids clustering & PCA analysis on a dataset of country statistics.

Classification analysis on a large dataset of airline passenger satisfaction, using logistic regression, decision trees and random forests.

An example analysis demonstrating the use of a fixed effects panel regression model on panel data, and its comparison with a pooled OLS linear regression.