Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

Codebase for MS thesis @ Colorado State University. Processing pipeline and analysis code for measuring flood disaster impacts using MODIS satellite imagery, climate data, and EM-DAT disaster records.

Einführung in Panel Regression

Econometrics project analysing FDI and economic growth in Asian developing economies using World Bank data and Python.

LUISS Computational Finance thesis using CAPM event analysis, pooled OLS panel regression, and train-test split validation to model stock return reactions to the 2025 U.S. steel and aluminum tariffs.

Here I take a deep-dive into the relationship between a company's asset utilisation efficiency (with Asset Turnover as a proxy) and carbon emissions (RaceToZero website for refernce - Scope 1 + 2 Emissions). The financial data cannot be included as it was obtained using my University's subscription services.

This project investigates how social media usage relates to political polarization in Germany, using panel data from the German Longitudinal Election Study (GLES). The analysis, conducted in R, includes data wrangling, visualization, and panel regression models to assess the impact of social media activity on shifts in political attitudes over time

Service quality and transit equity across the NYC subway system.

Understanding impact of financial factors on carbon emissions

R code for Panel Data Analysis with Expectation Maximization iteration for missing values. Final models are heteroskedastic, so Robust Covariance Matrix is used. Since the panel analysis didn't produce any potential fixed effect models, Chow Test wasn't included.

End-to-end Python replication of 'The Value of Information: A Puzzle' (Kadan et. al, 2026). Estimates equilibrium dollar value of private information in US equity markets via discrete quadratic covariation of 1-min NYSE TAQ price changes & signed order flow. Implements CLNV trade signing, Amihud filtering, 2-way FE regressions, & SDF entropy bounds