Blog

2024

Simulating Complex Panel Data to Validate Model Performance in Estimating Dynamic Treatment Effects

causal inference

simulation

dags

ipw

msm

panel data

Making causal inferences is hard, and making causal inferences is harder with complex panel data. In this blog post, learn how to test the validity of your panel data models using simulation!

December 30, 2024

Causal Inference for Casuals

causal inference

simulation

dags

regression

Learn about the core concepts of causal inference and the motivations for causal analysis with the help of simulation. Beginners to causal inference welcome!

October 15, 2024

Predicting the Outcome of NFL Games in the 2024-2025 Season

machine learning

nfl

Follow my attempt to predict the winners and losers of each game in the 2024-2025 NFL season.

September 13, 2024

An Introduction to Dynamic Causal Inference

causal inference

panel data

dags

Learn the basics to making causal inferences with panel/longitudinal data.