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

Einführung in Panel Regression

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.

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.

Understanding impact of financial factors on carbon emissions