Simulation of elliptic and hypo-elliptic conditional diffusions
From MaRDI portal
Publication:3298817
DOI10.1017/apr.2019.54zbMath1448.60164arXiv1810.01761OpenAlexW3100710971MaRDI QIDQ3298817
Moritz Schauer, Joris Bierkens, Frank H. van der Meulen
Publication date: 16 July 2020
Published in: Advances in Applied Probability (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1810.01761
Monte Carlo methodFitzHugh-Nagumo modelpartially observed diffusionguided proposaldiffusion bridgeLangevin samplertwice-integrated diffusion
Monte Carlo methods (65C05) Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Diffusion processes (60J60) Numerical solutions to stochastic differential and integral equations (65C30)
Related Items
Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions, Conditioning continuous-time Markov processes by guiding, Conditioning diffusions with respect to incomplete observations, Continuous-discrete smoothing of diffusions, Optimal control for estimation in partially observed elliptic and hypoelliptic linear stochastic differential equations, A piecewise deterministic Monte Carlo method for diffusion bridges, Score-Based Parameter Estimation for a Class of Continuous-Time State Space Models, Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- GitHub
- A contrast estimator for completely or partially observed hypoelliptic diffusion
- Sampling conditioned hypoelliptic diffusions
- Simulation of forward-reverse stochastic representations for conditional diffusions
- A regularized bridge sampler for sparsely sampled diffusions
- Simulation of conditioned diffusion and application to parameter estimation
- On continuous-time threshold ARMA processes
- Improved bridge constructs for stochastic differential equations
- Generalization of a retarded Gronwall-like inequality and its applications
- Bayesian estimation of discretely observed multi-dimensional diffusion processes using guided proposals
- Guided proposals for simulating multi-dimensional diffusion bridges
- Adaptive estimation for stochastic damping Hamiltonian systems under partial observation
- A geometric framework for stochastic shape analysis
- Functional analysis and time optimal control
- Exact and Computationally Efficient Likelihood-Based Estimation for Discretely Observed Diffusion Processes (with Discussion)
- MCMC METHODS FOR DIFFUSION BRIDGES
- Parameter Estimation for Partially Observed Hypoelliptic Diffusions
- ALMOST SURE POLYNOMIAL STABILITY FOR A CLASS OF STOCHASTIC DIFFERENTIAL EQUATIONS
- Bayesian estimation of incompletely observed diffusions
- Hypoelliptic Diffusions: Filtering and Inference from Complete and Partial Observations
- On Generating Monte Carlo Samples of Continuous Diffusion Bridges
- Simulation of Multivariate Diffusion Bridges
- MCMC methods for functions: modifying old algorithms to make them faster