Adaptive drift estimation for nonparametric diffusion model.
From MaRDI portal
Publication:1848800
DOI10.1214/aos/1015951999zbMath1105.62330OpenAlexW1500735010MaRDI QIDQ1848800
Publication date: 14 November 2002
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://projecteuclid.org/euclid.aos/1015951999
Related Items
Exact adaptive pointwise drift estimation for multidimensional ergodic diffusions, A selective overview of nonparametric methods in financial econometrics, Local linear estimation for stochastic processes driven by \(\alpha\)-stable Lévy motion, Re-weighted functional estimation of second-order diffusion processes, Adaptive confidence bands for Markov chains and diffusions: Estimating the invariant measure and the drift, Flexible Bayesian inference for diffusion processesusing splines, Drift estimation for a multi-dimensional diffusion process using deep neural networks, Nadaraya-Watson estimator for stochastic processes driven by stable Lévy motions, Nonparametric inference for fractional diffusion, Nonparametric Sequential Minimax Estimation of the Drift Coefficient in Diffusion Processes, A two-step estimation of diffusion processes using noisy observations, Penalized nonparametric mean square estimation of the coefficients of diffusion processes, Asymptotically efficient sequential kernel estimates of the drift coefficient in ergodic diffusion processes, Nonparametric Bayesian inference for ergodic diffusions, Sup-norm adaptive drift estimation for multivariate nonreversible diffusions, Sharp adaptive estimation of the drift function for ergodic diffusions
Cites Work
- Robust reconstruction of functions by the local-approximation method
- Diffusion approximation for nonparametric autoregression
- Nonparametric recursive estimation in nonlinear ARX-models
- A constrained risk inequality with applications to nonparametric functional estimation
- Fitting time series models to nonstationary processes
- Optimal spatial adaptation to inhomogeneous smoothness: An approach based on kernel estimates with variable bandwidth selectors
- Local polynomial estimators of the volatility function in nonparametric autoregression
- Optimal pointwise adaptive methods in nonparametric estimation
- Asymptotic equivalence for nonparametric generalized linear models
- Estimation of a function with discontinuities via local polynomial fit with an adaptive window choice
- Strong approximation of density estimators from weakly dependent observations by density estimators from independent observations
- Adaptive minimax estimation of infinitely differentiable functions.
- Statistical inference for time-inhomogeneous volatility models.
- On minimax identification of nonparametric autoregressive models
- ON THE AVERAGING PRINCIPLE FOR SYSTEMS OF STOCHASTIC DIFFERENTIAL EQUATIONS
- KERNEL REGRESSION SMOOTHING OF TIME SERIES
- Efficient estimation of conditional variance functions in stochastic regression
- Ideal spatial adaptation by wavelet shrinkage
- Local Polynomial Variance-Function Estimation
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item