Functions for fitting GEV and POT (via point process fitting) models for extremes in climate data, providing return values, return probabilities, and return periods for stationary and nonstationary models. Also provides differences in return values and differences in log return probabilities for contrasts of covariate values. Functions for estimating risk ratios for event attribution analyses, including uncertainty. Under the hood, many of the functions use functions from 'extRemes', including for fitting the statistical models. Details are given in Paciorek, Stone, and Wehner (2018) <doi:10.1016/j.wace.2018.01.002>.
Package details |
|
---|---|
Author | Christopher Paciorek [aut, cre], Harinarayan Krishnan [ctb] |
Maintainer | Christopher Paciorek <paciorek@stat.berkeley.edu> |
License | BSD_3_clause + file LICENSE |
Version | 0.3.0 |
URL | https://bitbucket.org/lbl-cascade/climextremes-dev |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
|
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.