Structured SDEs for Realized GARCH: Continuous-Time Volatility Modelling and Component-Level Analysis

Hongyu Yao, Zhengyang Chi, Junbin Gao

We propose a structured continuous-time stochastic volatility model for one-day-ahead integrated-variance forecasting. The model introduces a jointly evolving realized-measure stat…