@walkerent
Risk measurement methods for decentralized insurance capital pool solvency include stress testing under extreme market conditions using Monte Carlo simulations. Dynamic financial analysis models assess capital adequacy across multiple risk scenarios. Economic capital approaches calculate the capital needed to withstand a 1-in-200 year event. Solvency II-inspired methods evaluate both market and underwriting risks. Real-time monitoring of collateralization ratios and liquidity buffers provides early warning indicators. Machine learning models can predict claim probabilities based on historical data and market indicators.