Multivariate Geometric Anisotropic Cox Processes

نویسندگان

چکیده

This paper introduces a new modelling and inference framework for multivariate anisotropic point processes. Building on recent innovations in spatial statistics, we propose family of random fields, from them We give conditions that make the proposed models valid. also Palm likelihood-based method this type process, circumventing issues likelihood tractability. Finally illustrate utility by analysing ecological observations plants trees Barro Colorado Island data.

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ژورنال

عنوان ژورنال: Scandinavian Journal of Statistics

سال: 2023

ISSN: ['0303-6898', '1467-9469']

DOI: https://doi.org/10.1111/sjos.12640