Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections
QUALYPSO.ANOVA.i
QUALYPSO.ANOVA
QUALYPSO.check.option
QUALYPSO.process.scenario
QUALYPSO
plotQUALYPSOTotalVarianceDecomposition
fit.climate.response
get.Qmat
get.Qstar.mat
lm.ANOVA
plotQUALYPSOclimateChangeResponse
plotQUALYPSOclimateResponse
plotQUALYPSOeffect
plotQUALYPSOgrandmean
plotQUALYPSOMeanChangeAndUncertainties
plotQUALYPSOMeanChangeAndUncertaintiesBetatest
plotQUALYPSOTotalVarianceByScenario
These functions use data augmentation and Bayesian techniques for the assessment of single-member and incomplete ensembles of climate projections. It provides unbiased estimates of climate change responses of all simulation chains and of all uncertainty variables. It additionally propagates uncertainty due to missing information in the estimates. - Evin, G., B. Hingray, J. Blanchet, N. Eckert, S. Morin, and D. Verfaillie. (2019) <doi:10.1175/JCLI-D-18-0606.1>.