Abstract
We characterize the Markovian and affine structure of the Volterra Heston model in terms of an infinite-dimensional adjusted forward process and specify its state space. More precisely, we show that it satisfies a stochastic partial differential equation and displays an exponentially-affine characteristic functional. As an application, we deduce an existence and uniqueness result for a Banach-space valued square-root process and provide its state space. This leads to another representation of the Volterra Heston model together with its Fourier–Laplace transform in terms of this possibly infinite system of affine diffusions.
| Original language | English |
|---|---|
| Pages (from-to) | 63-72 |
| Number of pages | 10 |
| Journal | Statistics and Probability Letters |
| Volume | 149 |
| DOIs | |
| Publication status | Published - 1 Jun 2019 |
| Externally published | Yes |
Keywords
- Affine Volterra processes
- Markovian representation
- Riccati–Volterra equations
- Rough volatility
- Stochastic Volterra equations
- Stochastic invariance