Maximum-likelihood estimation for diffusion processes via closed-form density expansions
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Publication:366977
DOI10.1214/13-AOS1118zbMath1273.62196arXiv1308.2764OpenAlexW2000293310MaRDI QIDQ366977
Publication date: 25 September 2013
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1308.2764
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Cites Work
- Saddlepoint approximations for continuous-time Markov processes
- Closed-form likelihood approximation and estimation of jump-diffusions with an application to the realignment risk of the Chinese yuan
- Parameter estimation and bias correction for diffusion processes
- Maximum-likelihood estimation for diffusion processes via closed-form density expansions
- Adaptive estimation of an ergodic diffusion process based on sampled data
- On the approximate maximum likelihood estimation for diffusion processes
- Asymptotic expansions for martingales
- Large deviations and the Malliavin calculus
- A damped diffusion framework for financial modeling and closed-form maximum likelihood estimation
- Monte Carlo maximum likelihood estimation for discretely observed diffusion processes
- Multiple stochastic integrals with Mathematica
- Analysis of Wiener functionals (Malliavin calculus) and its applications to heat kernels
- On a short time expansion of the fundamental solution of heat equations by the method of Wiener functionals
- Estimation for diffusion processes from discrete observation
- Asymptotic expansions and bootstrapping distributions for dependent variables: A martingale approach
- Asymptotic expansions of maximum likelihood estimators for small diffusions via the theory of Malliavin-Watanabe
- On the estimation of the diffusion coefficient for multi-dimensional diffusion processes
- On the validity of the formal Edgeworth expansion
- Estimating equations based on eigenfunctions for a discretely observed diffusion process
- Bartlett type identities for martingales
- Malliavin calculus and asymptotic expansion for martingales
- Estimators of diffusions with randomly spaced discrete observations: a general theory
- Maximum likelihood estimation of time-inhomogeneous diffusions.
- Martingale estimation functions for discretely observed diffusion processes
- Martingale expansions and second order inference
- Closed-form likelihood expansions for multivariate diffusions
- Density approximations for multivariate affine jump-diffusion processes
- Exact simulation of diffusions
- Two singular diffusion problems
- The Asymptotic Expansion Approach to the Valuation of Interest Rate Contingent Claims
- Estimation of the coefficients of a diffusion from discrete observations
- The Malliavin Calculus and Related Topics
- Exact and Computationally Efficient Likelihood-Based Estimation for Discretely Observed Diffusion Processes (with Discussion)
- Maximum Likelihood and Gaussian Estimation of Continuous Time Models in Finance
- Methods de laplace et de la phase stationnaire sur l'espace de wiener
- On the moments of a multiple wiener-ito integral and the space induced by the polynomials of the integral
- Estimation of an Ergodic Diffusion from Discrete Observations
- Likelihood Inference for Discretely Observed Nonlinear Diffusions
- A Gaussian approach for continuous time models of the short-term interest rate
- The Effects of Random and Discrete Sampling when Estimating Continuous-Time Diffusions
- Maximum Likelihood Estimation of Discretely Sampled Diffusions: A Closed-form Approximation Approach
- The bootstrap and Edgeworth expansion
- Malliavin calculus and martingale expansion
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