Rate of estimation for the stationary distribution of jump-processes over anisotropic Hölder classes
From MaRDI portal
Publication:2074283
DOI10.1214/21-EJS1913zbMath1493.62184arXiv2011.11994MaRDI QIDQ2074283
Publication date: 9 February 2022
Published in: Electronic Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2011.11994
convergence ratedensity estimationLévy driven SDEnon-parametric statisticsergodic diffusion with jumps
Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Jump processes on discrete state spaces (60J74)
Related Items (3)
Estimation of the invariant density for discretely observed diffusion processes: impact of the sampling and of the asynchronicity ⋮ Rate of estimation for the stationary distribution of stochastic damping Hamiltonian systems with continuous observations ⋮ Sup-norm adaptive drift estimation for multivariate nonreversible diffusions
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A Jump-Diffusion Model for Option Pricing
- The Morris-Lecar neuron model embeds a leaky integrate-and-fire model
- Recursive computation of the invariant distribution of a diffusion
- Invariant density adaptive estimation for ergodic jump-diffusion processes over anisotropic classes
- Asymptotic statistical equivalence for ergodic diffusions: the multidimensional case
- Density estimation in a continuous-time stationary Markov process
- Statistical inference for ergodic diffusion processes.
- Anisotropic adaptive kernel deconvolution
- Adaptive invariant density estimation for ergodic diffusions over anisotropic classes
- Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process
- Unbiased truncated quadratic variation for volatility estimation in jump diffusion processes
- Non-asymptotic Gaussian estimates for the recursive approximation of the invariant distribution of a diffusion
- Non parametric estimation of the diffusion coefficients of a diffusion with jumps
- Heat kernels for non-symmetric diffusion operators with jumps
- Recursive computation of the invariant measure of a stochastic differential equation driven by a Lévy process
- Super optimal rates for nonparametric density estimation via projection estimators
- Non-Gaussian Ornstein–Uhlenbeck-based Models and Some of Their Uses in Financial Economics
- Estimation for the invariant law of an ergodic diffusion process based on high-frequency data
- Lévy Processes and Stochastic Calculus
- Adaptive nonparametric drift estimation of an integrated jump diffusion process
- Nonparametric estimation of the derivatives of the stationary density for stationary processes
- Option pricing when underlying stock returns are discontinuous
- Introduction to nonparametric estimation
This page was built for publication: Rate of estimation for the stationary distribution of jump-processes over anisotropic Hölder classes