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stat.ME2026
An Optimal False Discovery Rate Controlling Procedure for Changepoint Detection
Louis Davis, Guenther Walther
We consider the problem of detecting and localizing a growing number of changepoints in a sequence of independent observations. We propose a new method, Lean Bonferroni Detection -…
stat.ME2026
Causal inference for spatiotemporal point processes in the presence of outcome spillover and carryover
Conor Kresin, Duncan A. Clark, Louis Davis +1
We develop a framework for causal inference with continuous spatiotemporal point-process outcomes under cell-level interventions and outcome spillover. Potential outcomes are index…
stat.ME2024
Multivariate Representations of Univariate Marked Hawkes Processes
Louis Davis, Conor Kresin, Boris Baeumer +1
Univariate marked Hawkes processes are used to model a range of real-world phenomena including earthquake aftershock sequences, contagious disease spread, content diffusion on soci…