Description Details Simulations with an EBM of the climate responses Decomposition of the variable x into ALL, ANT and NAT Fit a statistical model to y Combining the three steps
The aims is explain the distribution changes of a variable y with respect to variations of a variable x
The FAR analysis is decompose in three big steps:
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
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
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 ...
Functions that combine those three steps can be created with the
function make_compute_far_simple
.
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