FARallnat: FARallnat : A Toolbox package for the Analysis of the FAR on...

In thaos/FARallnat: FAR analysis on European Summer Temperature

Description

The aims is explain the distribution changes of a variable y with respect to variations of a variable x

Details

The FAR analysis is decompose in three big steps:

Simulations with an EBM of the climate responses

The simulations are done with respect to three categories of forcings : anthropogenic(ANT), natural(NAT), and others(OTHERS) Three variantes are implemented :

• emb_samples.default

• emb_samples.sf_gaussian

• emb_samples.cm_avg.sf_default

Decomposition of the variable x into ALL, ANT and NAT

Most of the times the EBM simulations help for the decomposition. several variantes are implemented :

• dx.gam_allnat

• dx.gam_gno

• dx.lm_gno

• dx.raw

• dx.ebm_fit

Fit a statistical model to y

The model explains variations in the distributions of y with with respect to the covariate x. From this fit quantities such as the FAR and the probilities of exceedance can be computed. For the fit, we use three functions of the FARg package

• gauss_fit

• gev_fit

• gpd_fit

The foo functions ...

Combining the three steps

Functions that combine those three steps can be created with the function make_compute_far_simple.

thaos/FARallnat documentation built on May 25, 2019, 8:18 a.m.