Abstract
Replacing the Lebesgue measure on an interval by a Stieltjes positive non-atomic measure, we study the corresponding counterpart of the Brownian motion. We introduce a new heat equation associated with the measure and make connections with stationary-increments Gaussian processes. We introduce a new transform analysis, and heat equation, associated with the measure, and make connections here too with stationary-increments and stationary Gaussian processes. In the main result of this paper (Theorem 7.2), we use white noise space analysis to derive a new heat equation associated with a (wide class of) stationary-increments Gaussian processes.
| Original language | English |
|---|---|
| Pages (from-to) | 2757-2783 |
| Number of pages | 27 |
| Journal | Journal of Theoretical Probability |
| Volume | 35 |
| Issue number | 4 |
| DOIs | |
| State | Published - 1 Dec 2022 |
| Externally published | Yes |
Keywords
- Diffusion
- Fractal
- Gaussian processes
- Itô calculus
- Malliavin derivative
- Reproducing kernels
- Stationary square-increments
- Stochastic Fourier transform
- White noise space analysis
ASJC Scopus subject areas
- Statistics and Probability
- General Mathematics
- Statistics, Probability and Uncertainty
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