Eric H. Schulman - Data/Code

Code and Teaching Notes

Medicare Advantage Data Cleaning

Code to download, clean, and merge publicly available Centers for Medicare & Medicaid Services (CMS) data, plus a separate post-processing pipeline for the Jung et al. Medicare Advantage encounter data pipeline.

GitHub (Encounter Data), GitHub (Public Data)

Empirical Industrial Organization

Tutorials in Python and Julia on BLP, dynamic discrete choice, and auctions.

QuantEcon, GitHub

Featured on Victor Aguirregabiria's website!

Econometrics I

Solutions for textbook exercises and notes from weekly TA sessions for first year econometrics. It covers probability theory, basic mathematical statistics and regression analysis. The exercises are from Introduction to Econometrics and Econometrics.

Slides, GitHub

Numerical Analysis

Solving exercises for numerical analysis including solving linear equations, approximation, solving differential equations in Julia.

GitHub

Advanced Econometrics (with Machine learning)

Python tutorials and solutions to homework problems from An Introduction to Statistical Learning. It covers causal inference and machine learning.

GitHub

Datasets

Expired and Expiring Authorizations of Appropriations

Slides, Labeled Data

Ecommerce Scrape (Power Drill Prices)

GitHub (Scraper), Github (Analysis), Kaggle

Home Improvement Store Locations

GitHub, Kaggle

Michigan Timber Auctions

Scraped data from the MDoNR website which is freely available and posted to an https server.

GitHub, Kaggle

Texas School Milk Auctions

Code and data analyzing the U.S. Justice Department investigation involving school milk cartons that took place during the early 1990s.

GitHub, Kaggle