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2018-11-26
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Local Inhomogeneous Weighted Summary Statistics for Marked Point Processes
We introduce a family of local inhomogeneous mark-weighted summary statistics, of order two and higher, for general marked point processes. Depending on how the involved weight function is specified,
DataCite Commons2023-06-21 更新100
Multivariate Temporal Point Process Regression
Point process modeling is gaining increasing attention, as point process type data are emerging in a large variety of scientific applications. In this article, motivated by a neuronal spike trains stu
DataCite Commons2025-04-29 更新90
Mutually exciting point processes with latency*
A novel statistical approach to estimating latency, defined as the time it takes to learn about an event and generate response to this event, is proposed. Our approach only requires a multidimensional
Taylor & Francis Group2025-07-17 更新70
Semi-parametric goodness-of-fit test for clustered point processes with a shape-constrained pair correlation function
Specification of a parametric model for the intensity function is a fundamental task in statistics for spatial point processes. It is, therefore, crucial to be able to assess the appropriateness of a
DataCite Commons2024-03-01 更新90
Approximate Bayesian Computation and Model Assessment for Repulsive Spatial Point Processes
In many applications involving spatial point patterns, we find evidence of inhibition or repulsion. The most commonly used class of models for such settings are the Gibbs point processes. A recent alt
DataCite Commons2021-09-29 更新80
