The stopp R package deals with spatio-temporal point processes which might have occurred on the Euclidean space or on some specific linear networks such as roads of a city. The package contains functions to summarize, plot, and perform different kinds of analyses on point processes, mainly following the methods proposed in some recent papers in the stream of scientific literature. The main topics of such works, and of the package in turn, include modeling, statistical inference, and simulation issues on spatio-temporal point processes on Euclidean space and linear networks, with a focus on their local characteristics. We contribute to the existing literature by collecting many of the most widespread methods for the analysis of spatio-temporal point processes into a unique package, which is intended to welcome many further proposals and extensions.
翻译:中点R包处理可能发生在欧几里德空间或城市道路等某些特定线性网络上的时点过程,包包含对点过程进行总结、绘图和进行不同种类分析的功能,主要遵循科学文献流中最近一些论文所建议的方法;这类工作以及包的主要专题包括模拟、统计推论和模拟欧几里德空间和线性网络的时点过程,重点是其当地特点;我们通过收集许多最广泛的方法,分析时点过程,将其纳入一个独特的包,目的是欢迎许多进一步的建议和扩展。</s>