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分析多类型点空间过程的方法

Methods for Analysing Spatial Processes of Several Types of Points

Journal of the Royal Statistical Society. Series B: Statistical Methodology · 1982
被引 428
ABS 4

中文导读

本文描述了分析由多种类型点构成的空间模式的两种方法:一种基于二阶矩的无偏估计,另一种基于空区域。给出了分布结果和条件蒙特卡洛检验方法,并用生理数据示例。

Abstract

Summary Two approaches are described to the analysis of spatial patterns consisting of several types of points. The first approach uses a method of asymptotically unbiased estimation of the second moment distribution; the second uses methods based on regions of empty space in the patterns. Some distributional results are given in each case, and a method of Monte Carlo testing conditional on the marginal structure is described. The methods are illustrated by being applied to some physiological data.

空间统计点模式分析蒙特卡洛方法应用数学