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arXiv 1409.6441stat.ME
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从重访的点过程克里格预测部分观测数据的强度

Predicting the intensity of partially observed data from a revisited kriging for point processes

Edith Gabriel, Florent Bonneu, Pascal Monestiez, Joel Chadoeuf

摘要:

我们考虑一个平稳和各向同性的空间点过程,其实现是在一个大的窗口内观察。为了预测其局部强度,我们建议定义的一阶和二阶特性的随机场,定义为正则化的计数过程,从点过程和插值强度使用重访克里格的正则化过程。

英文摘要:

We consider a stationary and isotropic spatial point process, whose a realisation is observed within a large window. In order to predict its local intensity, we propose to define the first- and second-order characteristics of a random field, defined as the regularized counting process, from the ones of the point process and to interpolate the intensity by using a revisited kriging of the regularized process.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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