climextremes


Nameclimextremes JSON
Version 0.3.1 PyPI version JSON
download
home_pagehttps://bitbucket.org/lbl-cascade/climextremes-dev
Summaryclimextremes wrapper module
upload_time2024-01-10 16:22:10
maintainer
docs_urlNone
authorChristopher Paciorek
requires_python
licenseBSD License
keywords statistics gev pot detection and attribution
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            
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.

            

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