QUALYPSO.ANOVA.i {QUALYPSO}

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 nS climate change response for one lead time or for one grid point: nS x 1

nMCMC

number of MCMC simulation required

listScenarioInput

list containing specifications, provided by QUALYPSO.process.scenario

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 matrix nMCMC x nMaineff, and nMaineff 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>.