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对大型数据集进行空间线性模型的索引和分区

Jay M Ver Hoef1, Michael Dumelle2, Matt Higham3

  • 1Marine Mammal Laboratory, NOAA-NMFS Alaska Fisheries Science Center, Seattle, WA, United States of America.

PloS one
|November 1, 2023
PubMed
概括

空间索引为分析大型空间数据提供了一个快速的框架,使得准确的协差参数估计,固定效应推断和对点和区域的预测成为可能. 这种方法即使对于复杂的非欧几里德数据结构也是有效的.

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