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Updated: Jun 14, 2025

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贝叶斯模型用于通过空间变形的非静止空间点过程

Dani Gamerman1, Marcel de Souza Borges Quintana1,2, Mariane Branco Alves1

  • 1DME-Instituto de Matemática, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-909, RJ, Brazil.

Entropy (Basel, Switzerland)
|August 29, 2024
PubMed
概括

本研究介绍了一种新的空间考克斯过程模型,使用数据驱动的空间变形来捕获非静止模式. 改进的方法改善了复杂的空间现象的建模,在合成和现实世界害虫传播数据中表现优于替代品.

关键词:
贝叶斯的推理 贝叶斯的推理考克斯过程 考克斯过程斯过程是高斯过程.在HMC中,HMC是指HMC.美国MCMCMCMCMCMCMCMC过程中的点点过程.空间变形的空间变形

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