PredictionMarketMath Labs
Applied Probability Institute
PredictionMarketMath Labs operates under the auspices of the Applied Probability Institute, dedicated to discrete probability modeling, stochastic market microstructure analysis, and empirical verification of binary event derivative exchanges.
Quantitative Research Faculty
Specialized probability analysts, scoring rule researchers, and microstructure engineers
PredictionMarketMath Quantitative Research Group
Applied Probability & Binary Market Calibration Team
Quantitative research group specializing in prediction market microstructures, implied probability extraction, scoring rules, and Kelly optimal capital allocation.
PredictionMarketMath Market Efficiency & Forecasting Audit Lab
Cross-Venue Arbitrage & Protocol Verification Team
Independent empirical forecasting audit unit focused on cross-exchange pricing dislocations, automated market maker (CPMM/LMSR) invariant validation, and liquidity spread analysis.
Core Methodological Principles
Mathematical Calibration Proofs
Every analysis published by our research group is derived from first-principles probability calculus, Arrow-Debreu state securities, and proper scoring rules. We provide closed-form proofs on how overround, slippage, and redemption taxes degrade long-term Kelly compounding.
Empirical Multi-Contract Verification
Theoretical models are cross-validated against 5,000-contract longitudinal resolved datasets to measure Brier score decomposition (reliability, resolution, uncertainty), favourite-longshot bias, and sample convergence under the Law of Large Numbers.
Client-Side Quantitative Tooling
All analytical calculators, probability converters, and arbitrage engines execute locally in the browser using native Web APIs, ensuring transparent, reproducible calculations without proprietary server dependencies or data retention.