Mean field limits for interacting Hawkes processes in a diffusive regime
From MaRDI portal
Publication:2073204
DOI10.3150/21-BEJ1335zbMath1490.60122arXiv1904.06985OpenAlexW3214085124MaRDI QIDQ2073204
Xavier Erny, Dasha Loukianova, Eva Löcherbach
Publication date: 1 February 2022
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1904.06985
piecewise deterministic Markov processesmean field interactionmultivariate nonlinear Hawkes processes
Interacting random processes; statistical mechanics type models; percolation theory (60K35) Transition functions, generators and resolvents (60J35) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55)
Related Items (4)
Self-exciting jump processes and their asymptotic behaviour ⋮ Long-term stability of interacting Hawkes processes on random graphs ⋮ Unnamed Item ⋮ A weak solution theory for stochastic Volterra equations of convolution type
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Hawkes processes on large networks
- On a toy model of interacting neurons
- Mean field games with common noise
- Lectures on stochastic flows and applications. Delivered at the Indian Institute of Science, Bangalore, under the T.I.F.R.-I.I.Sc. programme in applications of mathematics. Notes by M. K. Ghosh
- Adaptive estimation for Hawkes processes; application to genome analysis
- Stochastic stability of differential equations. With contributions by G. N. Milstein and M. B. Nevelson
- The asymptotic behaviour of maximum likelihood estimators for stationary point processes
- Particle representations for a class of nonlinear SPDEs
- Stochastic McKean-Vlasov equations
- Goodness-of-fit tests and nonparametric adaptive estimation for spike train analysis
- Multi-class oscillating systems of interacting neurons
- Stability of nonlinear Hawkes processes
- First- and Second-Order Statistics Characterization of Hawkes Processes and Non-Parametric Estimation
- Stability of Markovian processes III: Foster–Lyapunov criteria for continuous-time processes
- Modelling Financial High Frequency Data Using Point Processes
- A cluster process representation of a self-exciting process
- Foundations of Modern Probability
- High-dimensional Hawkes processes for limit order books: modelling, empirical analysis and numerical calibration
- An Introduction to the Theory of Point Processes
- Renewal in Hawkes processes with self-excitation and inhibition
- Spectra of some self-exciting and mutually exciting point processes
- Analyzing Functional Connectivity Using a Network Likelihood Model of Ensemble Neural Spiking Activity
This page was built for publication: Mean field limits for interacting Hawkes processes in a diffusive regime