Predicting post-merger operating performance with interpretable ML
Can pre-deal firm and transaction information predict post-merger operating performance?
2026 · MSc thesisPublic work
Projects
Five public investigations and interactive research tools, each built around what the available evidence can support.
AI Exposure and Firm Outcomes
Does a firm's exposure to artificial intelligence show up in its stock returns or its operating fundamentals?
2026 · Working paperAI displacement risk and corporate credit spreads
Does the risk that AI automates an issuer's workforce show up in the price of its bonds?
2026 · Working paperWorld order ranking
How much of a country ranking is measurement, and how much is a choice?
2026 / Interactive research toolCapital structure
What leverage should a firm carry, and how much of the answer is just accounting?
2024 / Interactive research tool