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stat.ME2024
Testing procedures based on maximum likelihood estimation for Marked Hawkes processes
Anna Bonnet, Charlotte Dion-Blanc, Maya Sadeler-Perrin
The Hawkes model is a past-dependent point process, widely used in various fields for modeling temporal clustering of events. Extending this framework, the multidimensional marked…
stat.ME2023★ 1 cited
Multiple change-point detection for Poisson point processes
C. Dion-Blanc, D. Hawat, E. Lebarbier +1
The aim of change-point detection is to identify behavioral shifts within time series data. This article focuses on scenarios where the data is derived from an inhomogeneous Poisso…