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Nonparametric Inference of Doubly Stochastic Poisson Process Data via the Kernel Method

Doubly stochastic Poisson processes, also known as the Cox processes, frequently occur in various scientific fields. In this article, motivated primarily by analyzing Cox process data in biophysics, we propose a nonparametric kernel-based inference method. We conduct a detailed study, including an a...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Zhang, Tingting, Kou, S. C.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2010
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3024001/
https://ncbi.nlm.nih.gov/pubmed/21258615
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/10-AOAS352
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