On uniform laws of large numbers for ergodic diffusions and consistency of estimators
From MaRDI portal
Publication:1412242
DOI10.1023/A:1023904715206zbMath1036.60025OpenAlexW2163478682MaRDI QIDQ1412242
Publication date: 10 November 2003
Published in: Statistical Inference for Stochastic Processes (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1023/a:1023904715206
Non-Markovian processes: estimation (62M09) Strong limit theorems (60F15) Diffusion processes (60J60) Local time and additive functionals (60J55) Limit theorems in probability theory (60F99)
Related Items (12)
Asymptotics for recurrent diffusions with application to high frequency regression ⋮ A change detection procedure for an ergodic diffusion process ⋮ Convergence rates of posterior distributions for Brownian semimartingale models ⋮ Fine mesh limit of the VRJP in dimension one and Bass-Burdzy flow ⋮ Deterministic equivalents of additive functionals of recurrent diffusions and drift estimation ⋮ Goodness of fit test for ergodic diffusions by tick time sample scheme ⋮ Nonparametric estimation of time-changed Lévy models under high-frequency data ⋮ Goodness-of-fit test for ergodic diffusions by discrete-time observations: an innovation martingale approach ⋮ On the rate of convergence of the maximum likelihood estimator in Brownian semimartingale models ⋮ Nonparametric Bayesian inference for ergodic diffusions ⋮ Donsker theorems for diffusions: necessary and sufficient conditions ⋮ Uniform law of large numbers and consistency of estimators for Harris diffusions
This page was built for publication: On uniform laws of large numbers for ergodic diffusions and consistency of estimators