Uncertainties of Climate Projections using Smoothing Splines
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Documentation for package ‘qualypsoss’ version 1.1.1
Help Pages
| compute.change.variable | Compute change variables |
| extract.climate.response | Extract climate response for one time series z |
| formatQUALYPSSoutput | formatQUALYPSSoutput |
| get.det.AR1 | get.det.AR1 return the determinant of the matrix provided by 'get.matrix.AR1' |
| get.det.KMS | get.det.KMS return the determinant of the KMS matrix |
| get.logdet.W | get.logdet.W Return the logarithm of the determinant of the matrix W |
| get.matrix.AR1 | get.matrix.AR1 return the matrix of AR(1) correlations corresponding to the entire ensemble |
| get.matrix.AR1.inv | get.matrix.AR1.inv return the inverse matrix of AR(1) correlations corresponding to the entire ensemble |
| get.matrix.hetero | get.matrix.hetero returns the matrix of weights for the computation of heteroscedastic errors corresponding to the entire ensemble |
| get.matrix.hetero.inv | get.matrix.hetero.inv returns the inverse of the matrix of weights for the computation of heteroscedastic errors corresponding to the entire ensemble |
| get.matrix.KMS | get.matrix.KMS Return the square Kac-Murdoch-Szego matrix for a rho correlation and n lines/colums |
| get.matrix.KMSinv | get.matrix.KMSinv return the inverse of the square Kac-Murdock-Szego matrix for a rho correlation and n lines/colums |
| get.matrix.W | get.matrix.W return the matrix of W = V x C x V for the treatment of heteroscedastic and AR(1) errors see Wang (2011) section 5.3 for further details |
| get.matrix.Winv | get.matrix.Winv return the inverse matrix of W = V x C x V for the treatment of heteroscedastic and AR(1) errors see Wang (2011) section 5.3 for further details |
| get.spectral.decomp | get.spectral.decomp |
| get.target.logdensity.rho | get.target.density.rho Return the log-density of the full conditional distribution for the parameter rho |
| get.vec.weight.hetero | get.vec.weight.hetero returns the vector of weights for the computation of heteroscedastic errors corresponding to one simulation chain |
| get.yMCMC | get.yMCMC |
| plotQUALYPSOSSClimateChangeResponse | plotQUALYPSOSSClimateChangeResponse |
| plotQUALYPSOSSClimateResponse | plotQUALYPSOSSClimateResponse |
| plotQUALYPSOSSeffect | plotQUALYPSOSSeffect |
| plotQUALYPSOSSgrandmean | plotQUALYPSOSSgrandmean |
| plotQUALYPSOSSTotalVarianceDecomposition | plotQUALYPSOSSTotalVarianceDecomposition |
| predGlobTemp | Annual average of global temperatures simulated by different CMIP5 GCMs at the planetary scale for the period 1971-2099 |
| predGlobTempUnique | Equally spaced vector of simulated global temperatures over the period 1971-2099 for the RCP8.5 |
| predTime | Years 1971-2099 repeated for the 20 scenarios |
| predTimeUnique | Equally spaced vector of years over the period 1971-2099 |
| QUALYPSOSS | QUALYPSOSS |
| QUALYPSOSS.ANOVA.step1 | QUALYPSOSS.ANOVA.step1 |
| QUALYPSOSS.ANOVA.step2 | QUALYPSOSS.ANOVA.step2 |
| QUALYPSOSS.ANOVA.step3 | QUALYPSOSS.ANOVA.step3 |
| QUALYPSOSS.check.option | QUALYPSOSS.check.option |
| QUALYPSOSS.get.RK | QUALYPSOSS.get.RK |
| QUALYPSOSS.process.scenario | QUALYPSOSS.process.scenario |
| reproducing.kernel | reproducing.kernel |
| scenAvail | scenAvail gives the GCM and RCM which have been used for the 20 climate projections |
| vecYears | vecYears gives the years corr. to Y, i.e. from 1971 to 2099 |
| Y | climate projections of mean winter (DJF) temperature over the SREX region CEU simulated by 20 combinations of CMIP5 GCMs and RCMs for the period 1971-2099 |