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Alex Wu
@StochAlex07
Options Quant @
Joined August 2017
146 Following    175 Followers
According to Stochastic Volatility Modeling by Lorenzo Bergomi, β=1 SABR theta decomposition is the key to decouple volatility risk premium into 3 dimensions: atm vol, skew, convexity.
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和公司Quant Alex @Vladimir114514 讨论SABR Theta vs Spot Theta+Cross Theta+Vol Theta的差异。 附上英语浓缩,方便英语读者。 English Summary (Compressed) The chat discusses the key differences between SABR Theta and the granular Spot Theta + Vol Theta + Cross Theta in the SABR model, mainly for P&L attribution and risk management. Main Points: Relationship: SABR Theta − SABR Gamma ≈ Spot Theta + Vol Theta + Cross Theta − Spot Gamma − Volga − Vanna. They are mathematically related but not the same. Definitions: SABR Theta (dC/dt): Directly calculated from Hagan’s implied volatility approximation formula (closed-form). Spot + Vol + Cross Theta: Derived from the SABR PDE, offering a detailed 3-dimensional time decay breakdown. Key Differences: SABR Theta is a quick, formula-based total theta. Spot/Vol/Cross Theta is PDE-consistent and provides better economic interpretability. SABR Theta does not explicitly separate certain cross terms (e.g. ∂B/∂σ × ∂σ_imp/∂τ). Practical Usage: Current P&L systems require Spot + Vol + Cross Theta for full 3D risk explanation. Using pure SABR Theta + SABR Gamma reverts to Hagan’s original simpler framework (“another story”). With SABR Theta, time decay is largely absorbed into the gamma/theta pair. Conclusion: SABR Theta is a convenient approximation, while Spot + Vol + Cross Theta is preferred for precise, granular P&L attribution. They serve different analytical needs.
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