论文标题

建模的极值软件指南

A modeler's guide to extreme value software

论文作者

Belzile, Léo R., Dutang, Christophe, Northrop, Paul J., Opitz, Thomas

论文摘要

这篇评论论文调查了自斯蒂芬森和吉尔兰(Stephenson and Gilleland)(2006)和吉尔兰(Gilleland)等人发表以来,对软件实施的最新发展进行了极端价值分析。 (2013年),重点是数字挑战。我们通过主题提供了比较审查,并突出了现有例程的差异以及缺乏软件开发的清单领域。在线补充剂包含两个小插图,可比较单变量极值模型的频繁主义者和贝叶斯估算的实现。

This review paper surveys recent development in software implementations for extreme value analyses since the publication of Stephenson and Gilleland (2006) and Gilleland et al. (2013), here with a focus on numerical challenges. We provide a comparative review by topic and highlight differences in existing routines, along with listing areas where software development is lacking. The online supplement contains two vignettes providing a comparison of implementations of frequentist and Bayesian estimation of univariate extreme value models.

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