首页    期刊浏览 2025年02月19日 星期三
登录注册

文章基本信息

  • 标题:ETAS: An R Package for Fitting the Space-Time ETAS Model to Earthquake Data
  • 本地全文:下载
  • 作者:Abdollah Jalilian
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2019
  • 卷号:88
  • 期号:1
  • 页码:1-39
  • DOI:10.18637/jss.v088.c01
  • 出版社:University of California, Los Angeles
  • 摘要:The epidemic-type aftershock sequence (ETAS) model is the most widely used statistical model to describe earthquake catalogs. ETAS is an R package for fitting the space-time ETAS model to an earthquake catalog using the stochastic declustering approach introduced by Zhuang, Ogata, and Vere-Jones (2002). The package provides two classes and several functions to facilitate data preparation, model fitting and some simple diagnostic checks. The present paper is a description of the package and illustrates modeling earthquake data using the space-time ETAS model.
  • 关键词:earthquake catalog; space-time ETAS model; stochastic declustering; R.
  • 其他关键词:earthquake catalog;space-time ETAS model;stochastic declustering;R
国家哲学社会科学文献中心版权所有