nl-causal: nonlinear causal inference based on IV regression in Python

Graphical Instrumental Variable Estimation and Testing

R & STATA code for (1) PPML gravity model (IV generation), (2) panel fixed effect regression (1st stage regression), and (3) local projection method

Casual relationship between health insurance coverage and BMI.

COVID-19 mortality rate (Python). Original empirical study submitted for the Applied Predictive Modeling course during my second semester at HKBU - Master of Science in Data Analytics and Business Economics.

2SLS IV regression with Python

[Python] Adopted 2SLS and Instrument Variable to solve the endogeneity problem in predicting train ticket price.

Conducted a comprehensive research project focused on regression analysis and modeling to explore the relationship between income and education.

IV analysis assessing the causal effect of immediate skin-to-skin contact on exclusive breastfeeding in R.

Two-Stage Least-Squares Regression With Diagnostics

Análises quantitativas em Marketing pela estimação de modelos tobit, probit, lingering e current effects.

[Python] Building a demand model and correcting for reverse causation with 2-stage least squares regression (OLS in statsmodels, IV2SLS in linearmodels)

Python tutorials, lecture materials, and assignments for the Econometrics course taught to Master's students in Economics at Allameh Tabataba'i University.