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3/2随机波动率模型的极坐标

Polar Coordinates for the 3/2 Stochastic Volatility Model

Mathematical Finance · 2025
被引 0
人大 BABS 3

中文导读

研究了3/2随机波动率模型的几何结构,发现一个光滑映射将其转化为具有独立布朗运动和单位扩散系数的更简单随机微分方程,并利用该极坐标系统推导了所有行权价下的渐近波动率微笑。

Abstract

ABSTRACT The 3/2 stochastic volatility model is a continuous positive process s with a correlated infinitesimal variance process . The exact definition is provided in the Introduction immediately below. By inspecting the geometry associated with this model, we discover an explicit smooth map from to the punctured plane for which the process satisfies an SDE of a simpler form, with independent Brownian motions and the identity matrix as diffusion coefficient. Moreover, is recoverable from the path by a map that depends only on the distance of from the origin and the winding angle around the origin of . We call the process together with its map to the polar coordinate system for the 3/2 model. We demonstrate the utility of the polar coordinate system by using it to write this model's asymptotic smile for all strikes at t = 0 . We also state a general theorem on obstructions to the existence of a map that trivializes the infinitesimal covariance matrix of a stochastic volatility model.

随机波动率金融数学计量经济学应用数学