论文标题
空间强度函数内核估计量的非参数自适应带宽选择
Non-parametric adaptive bandwidth selection for kernel estimators of spatial intensity functions
论文作者
论文摘要
我们提出了一种基于Campbell-Mecke公式和Abramson的Square root Ward的新的全面非参数两步自适应带宽选择方法，用于空间点过程强度函数的内核估计器。我们提出了一项模拟研究，以评估其相对于Cronie-Van Lieshout全局带宽选择器的性能，并将该技术应用于Groningen气场诱发地震的数据。
We propose a new fully non-parametric two-step adaptive bandwidth selection method for kernel estimators of spatial point process intensity functions based on the Campbell-Mecke formula and Abramson's square root law. We present a simulation study to assess its performance relative to the Cronie-Van Lieshout global bandwidth selector and apply the technique to data on induced earthquakes in theGroningen gas field.
