使用广义加法模型软件拟合对数高斯考克斯过程

IF 1.8 4区数学 Q1 STATISTICS & PROBABILITY

American Statistician Pub Date : 2024-02-08 DOI:10.1080/00031305.2024.2316725

Elliot Dovers, Jakub Stoklosa, David I. Warton

引用次数: 0

摘要

虽然对数高斯 Cox 过程回归模型是建模点模式的有用工具，但它们在拟合上可能存在技术难度，需要用户学习/采用定制软件。我们展示了...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Fitting log-Gaussian Cox processes using generalized additive model software

While log-Gaussian Cox process regression models are useful tools for modeling point patterns, they can be technically difficult to fit and require users to learn/adopt bespoke software. We show th...

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来源期刊

American Statistician 数学-统计学与概率论

CiteScore

3.50

自引率

5.60%

发文量

审稿时长

>12 weeks

期刊介绍： Are you looking for general-interest articles about current national and international statistical problems and programs; interesting and fun articles of a general nature about statistics and its applications; or the teaching of statistics? Then you are looking for The American Statistician (TAS), published quarterly by the American Statistical Association. TAS contains timely articles organized into the following sections: Statistical Practice, General, Teacher''s Corner, History Corner, Interdisciplinary, Statistical Computing and Graphics, Reviews of Books and Teaching Materials, and Letters to the Editor.