Penalization of the Wiener measure and principal values
Penalized nonparametric drift estimation for a continuously observed one-dimensional diffusion process
Let X be a one dimensional positive recurrent diffusion continuously observed on [0,t] . We consider a non parametric estimator of the drift function on a given interval. Our estimator, obtained using a penalized least square approach, belongs to a finite dimensional functional space, whose dimension is selected according to the data. The non-asymptotic risk-bound reaches the minimax optimal rate of convergence when t → ∞. The main point of our work is that we do not suppose the process to be in...
Penalized nonparametric drift estimation for a continuously observed one-dimensional diffusion process
Let X be a one dimensional positive recurrent diffusion continuously observed on [0,t] . We consider a non parametric estimator of the drift function on a given interval. Our estimator, obtained using a penalized least square approach, belongs to a finite dimensional functional space, whose dimension is selected according to the data. The non-asymptotic risk-bound reaches the minimax optimal rate of convergence when t → ∞. The main point of our work is that we do not suppose the process to be in...
Perpetual integral functionals as hitting and occupation times.
Perturbation theory for random walk in asymmetric random environment.
Perturbed Skorohod equations and perturbed reflected diffusion processes
Petites perturbations de systèmes dynamiques avec réflexion
Petites perturbations d'un phénomène Peano
Poincaré inequalities and hitting times
Equivalence of the spectral gap, exponential integrability of hitting times and Lyapunov conditions is well known. We give here the correspondence (with quantitative results) for reversible diffusion processes. As a consequence, we generalize results of Bobkov in the one dimensional case on the value of the Poincaré constant for log-concave measures to superlinear potentials. Finally, we study various functional inequalities under different hitting times integrability conditions (polynomial,…)....
Points polaires d'une diffusion
Poisson point processes attached to symmetric diffusions
Polynomial bounds in the Ergodic theorem for one-dimensional diffusions and integrability of hitting times
Let X be a one-dimensional positive recurrent diffusion with initial distribution ν and invariant probability μ. Suppose that for some p>1, ∃a∈ℝ such that ∀x∈ℝ, and , where Ta is the hitting time of a. For such a diffusion, we derive non-asymptotic deviation bounds of the form ℙν(|(1/t)∫0tf(Xs) ds−μ(f)|≥ε)≤K(p)(1/tp/2)(1/εp)A(f)p. Here f bounded or bounded and compactly supported and A(f)=‖f‖∞ when f is bounded and A(f)=μ(|f|) when f is bounded and compactly supported. We also give, under...
Potential theory of hyperbolic Brownian motion in tube domains
Let X = X(t); t ≥ 0 be the hyperbolic Brownian motion on the real hyperbolic space ℍⁿ = x ∈ ℝⁿ:xₙ > 0. We study the Green function and the Poisson kernel of tube domains of the form D × (0,∞)⊂ ℍⁿ, where D is any Lipschitz domain in . We show how to obtain formulas for these functions using analogous objects for the standard Brownian motion in . We give formulas and uniform estimates for the set . The constants in the estimates depend only on the dimension of the space.
Precise estimates on the rate at which certain diffusions tend to equilibrium.
Pricing participating products under a generalized jump-diffusion model.
Probabilistic interpretation and random walk on spheres algorithms for the Poisson-Boltzmann equation in molecular dynamics
Motivated by the development of efficient Monte Carlo methods for PDE models in molecular dynamics, we establish a new probabilistic interpretation of a family of divergence form operators with discontinuous coefficients at the interface of two open subsets of . This family of operators includes the case of the linearized Poisson-Boltzmann equation used to compute the electrostatic free energy of a molecule. More precisely, we explicitly construct a Markov process whose infinitesimal generator...
Processus de diffusion associé à un opérateur elliptique dégénéré
Processus de diffusion dans
Projection d'une diffusion sur sa filtration lente
Propagation of chaos and fluctuations for a moderate model with smooth initial data