QUALYPSO.ANOVA.i {QUALYPSO} | R Documentation |
QUALYPSO.ANOVA.i
Description
Partition sources of uncertainty in climate change responses for one lead time or one grid point.
Usage
QUALYPSO.ANOVA.i(phiStar.i, nMCMC, listScenarioInput)
Arguments
phiStar.i |
vector of |
nMCMC |
number of MCMC simulation required |
listScenarioInput |
list containing specifications, provided by |
Value
list with the following fields:
-
mu: vector of length
nMCMC
, mean climate change response -
sigma2: vector of length
nMCMC
, variance of the residual terms -
effect: list with
nTypeEff
elements, where each element corresponds to a different type of effect (e.g. alpha, beta, gamma in Eq. 7) Each element is a matrixnMCMC
xnMaineff
, andnMaineff
is the number of main effects (e.g. number of GCMs, RCMs, etc.)
Author(s)
Guillaume Evin
References
Evin, G., B. Hingray, J. Blanchet, N. Eckert, S. Morin, and D. Verfaillie (2020) Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections Using Data Augmentation. Journal of Climate. <doi:10.1175/JCLI-D-18-0606.1>.