3 papers
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 -…
math.ST2026
Optimal Estimating Equations for Compact-Memory Hawkes Processes
Louis Davis, Conor Kresin
Likelihood is standard for Hawkes-process inference, while less computationally demanding methods have largely developed separately. We show that least squares, Takács--Fiksel, an…
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…