Publications & Outcomes.

Discover the impactful research, analysis, and strategic insights produced by our program participants through real-world projects.

Case Study
2 Interns 6 Weeks
Liquidity Risk in Prediction Markets: A Comprehensive Polymarket Analysis
Program Track: Camellia Elite Scholars Program (High School Track) • Summer 2025 • Advanced Financial Analysis
A detailed quantitative study of macro-political prediction markets focusing on order book depth analysis, liquidity stress testing, and price slippage during high-volatility news events. The research proposes novel risk metrics and develops comprehensive mitigation strategies for prediction market operators and participants.
Case Study
1 Intern 6 Weeks
Price Path Information and Sports Match Prediction in Polymarket
Program Track: Camellia Elite Scholars Program (University Track) • 2026 • Sports Match Prediction Market Analysis
A case study exploring how price path information in sports prediction markets reflects evolving expectations before and during matches. The research analyzes Polymarket sports markets, focusing on implied probabilities, price movement patterns, and the informational value embedded in dynamic price paths.

Join Our Next Cohort

Ready to contribute to cutting-edge research and build your portfolio with real-world projects? Applications for our next program cohort are now open.