Code & Data

Replication packages and data resources from my research projects.

Are Patents with Female Inventors Under-Cited? Evidence from Text Estimation

Replication data and code for the Journal of Financial Economics paper (with Yael Hochberg, Ali Kakhbod, and Peiyao Li): text-based expected citation measures, actual patent citation counts, and inventor gender classifications.

• Replication data (Mendeley Data)
• Paper

The Real Effects of Environmental Activist Investing

Replication data and code for the Review of Financial Studies paper (with S. Lakshmi Naaraayanan and Varun Sharma) on how environmental shareholder campaigns change plant-level toxic releases.

• Replication data (Harvard Dataverse)
• Paper

Widespread Revisions of Self-Reported Emissions by Major US Corporations

Code and data behind the Nature Climate Change paper on restatements of corporate emissions disclosures (with Lauren Cohen and Ethan Rouen).

• Replication repository
• Archived release (Zenodo)
• Paper

Skin or Skim? Inside Investment and Hedge Fund Performance

Data and code for the Management Science paper on manager inside investment and hedge fund performance (with Arpit Gupta).

• Project website: skinorskim.org
• Replication repository
• Paper

Additional Resources

Replication code and data for other papers are available upon request. Please contact me for access.