Back to Search
Start Over
Infinite dimensional affine processes
- Source :
- Stochastic Processes and their Applications. 130:7131-7169
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- The goal of this article is to investigate infinite dimensional affine diffusion processes on the canonical state space. This includes a derivation of the corresponding system of Riccati differential equations and an existence proof for such processes, which has been missing in the literature so far. For the existence proof, we will regard affine processes as solutions to infinite dimensional stochastic differential equations with values in Hilbert spaces. This requires a suitable version of the Yamada–Watanabe theorem, which we will provide in this paper. Several examples of infinite dimensional affine processes accompany our results.
- Subjects :
- Statistics and Probability
Pure mathematics
Diffusion (acoustics)
Differential equation
Applied Mathematics
010102 general mathematics
Hilbert space
01 natural sciences
010104 statistics & probability
Stochastic differential equation
symbols.namesake
Modeling and Simulation
symbols
Affine transformation
State space (physics)
0101 mathematics
Mathematics
Subjects
Details
- ISSN :
- 03044149
- Volume :
- 130
- Database :
- OpenAIRE
- Journal :
- Stochastic Processes and their Applications
- Accession number :
- edsair.doi...........faa4971c1e4194bbff07a236a346a7f7
- Full Text :
- https://doi.org/10.1016/j.spa.2020.07.009