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math.ST2026
Graphon Hawkes Processes: Sparse Estimation and Network Recovery
Justin R. Baars, Roger J. A. Laeven, Michel R. H. Mandjes
Learning interaction structures from spatiotemporal event data is a key statistical problem in fields such as neuroscience, epidemiology, and seismology. We study this problem for…
math.ST2025
Asymptotically distribution-free goodness-of-fit testing for point processes
Justin Baars, Justin R. Baars, Sami Umut Can +1
Consider an observed path from a multivariate temporal point process with law on the time interval . To test the null hypothesis that belongs to…