Decoupled Probabilistic Forecasting and Arbitrage-Aware Refinement of Implied Volatility Surfaces

Lifeng Hao, Shaolin Ji

Implied volatility surface forecasting is essential for option valuation, hedging,and risk management, but remains difficult because future surfaces are stochastic while pricing in…