Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction
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Publication:825058
DOI10.1007/s10463-020-00780-1OpenAlexW3118503721MaRDI QIDQ825058
Andrea L. Bertozzi, Baichuan Yuan, Frederic Paik Schoenberg
Publication date: 17 December 2021
Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10463-020-00780-1
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- The asymptotic behaviour of maximum likelihood estimators for stationary point processes
- Space-time point-process models for earthquake occurrences
- A review of self-exciting spatio-temporal point processes and their applications
- Comment on ``A review of self-exciting spatio-temporal point processes and their applications by Alex Reinhart
- Statistical and computational inverse problems.
- Self-exciting hurdle models for terrorist activity
- On non-simple marked point processes
- Graphical Modeling for Multivariate Hawkes Processes with Nonparametric Link Functions
- Tracking Dynamic Point Processes on Networks
- First- and Second-Order Statistics Characterization of Hawkes Processes and Non-Parametric Estimation
- Estimation of Space–Time Branching Process Models in Seismology Using an EM–Type Algorithm
- Solving Ill-Conditioned and Singular Linear Systems: A Tutorial on Regularization
- Stochastic Declustering of Space-Time Earthquake Occurrences
- Topic time series analysis of microblogs
- An Introduction to the Theory of Point Processes
- Application of Branching Models in the Study of Invasive Species
- Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction
- Network Estimation From Point Process Data
- Self-Exciting Point Process Modeling of Crime
- Investigating Causal Relations by Econometric Models and Cross-spectral Methods
- Learning the parts of objects by non-negative matrix factorization
- Analytic computation of nonparametric Marsan–Lengliné estimates for Hawkes point processes
- Spectra of some self-exciting and mutually exciting point processes
- An Introduction to the Theory of Point Processes
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