Package: qmap 1.0-4

qmap: Statistical Transformations for Post-Processing Climate Model Output

Empirical adjustment of the distribution of variables originating from (regional) climate model simulations using quantile mapping.

Authors:Lukas Gudmundsson

qmap_1.0-4.tar.gz
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qmap.pdf |qmap.html
qmap/json (API)

# Install 'qmap' in R:
install.packages('qmap', repos = c('https://lukasgudm.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • modprecip - Daily precipitation data at three locations in Norway.
  • obsprecip - Daily precipitation data at three locations in Norway.

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

62 exports 1 stars 2.00 score 6 dependencies 4 dependents 4 mentions 90 scripts 641 downloads

Last updated 8 years agofrom:89b0079ed6. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 22 2024
R-4.5-winNOTEAug 22 2024
R-4.5-linuxNOTEAug 22 2024
R-4.4-winOKAug 22 2024
R-4.4-macOKAug 22 2024
R-4.3-winOKAug 22 2024
R-4.3-macOKAug 22 2024

Exports:dbernexpdberngammadbernlnormdbernweibulldoQmapdoQmapDISTdoQmapDIST.data.framedoQmapDIST.defaultdoQmapDIST.matrixdoQmapPTFdoQmapPTF.data.framedoQmapPTF.defaultdoQmapPTF.matrixdoQmapQUANTdoQmapQUANT.data.framedoQmapQUANT.defaultdoQmapQUANT.matrixdoQmapRQUANTdoQmapRQUANT.data.framedoQmapRQUANT.defaultdoQmapRQUANT.matrixdoQmapSSPLINdoQmapSSPLIN.data.framedoQmapSSPLIN.defaultdoQmapSSPLIN.matrixfitQmapfitQmapDISTfitQmapDIST.data.framefitQmapDIST.defaultfitQmapDIST.matrixfitQmapPTFfitQmapPTF.data.framefitQmapPTF.defaultfitQmapPTF.matrixfitQmapQUANTfitQmapQUANT.data.framefitQmapQUANT.defaultfitQmapQUANT.matrixfitQmapRQUANTfitQmapRQUANT.data.framefitQmapRQUANT.defaultfitQmapRQUANT.matrixfitQmapSSPLINfitQmapSSPLIN.data.framefitQmapSSPLIN.defaultfitQmapSSPLIN.matrixpbernexppberngammapbernlnormpbernweibullqbernexpqberngammaqbernlnormqbernweibullrbernexprberngammarbernlnormrbernweibullstartbernexpstartberngammastartbernlnormstartbernweibull

Dependencies:fitdistrpluslatticeMASSMatrixrlangsurvival

Readme and manuals

Help Manual

Help pageTopics
Statistical Transformations for Post-Processing Climate Model Outputqmap-package qmap
The Bernoulli-Exponential distributionbernexp dbernexp pbernexp qbernexp rbernexp
The Bernoulli-Gamma distributionberngamma dberngamma pberngamma qberngamma rberngamma
The Bernoulli-Log-Normal distributionbernlnorm dbernlnorm pbernlnorm qbernlnorm rbernlnorm
The Bernoulli-Weibull distributionbernweibull dbernweibull pbernweibull qbernweibull rbernweibull
Quantile mappingdoQmap fitQmap
Quantile mapping using distribution derived transformationsdoQmapDIST doQmapDIST.data.frame doQmapDIST.default doQmapDIST.matrix fitQmapDIST fitQmapDIST.data.frame fitQmapDIST.default fitQmapDIST.matrix
Quantile mapping using parametric transformationsdoQmapPTF doQmapPTF.data.frame doQmapPTF.default doQmapPTF.matrix fitQmapPTF fitQmapPTF.data.frame fitQmapPTF.default fitQmapPTF.matrix
Non-parametric quantile mapping using empirical quantiles.doQmapQUANT doQmapQUANT.data.frame doQmapQUANT.default doQmapQUANT.matrix fitQmapQUANT fitQmapQUANT.data.frame fitQmapQUANT.default fitQmapQUANT.matrix
Non-parametric quantile mapping using robust empirical quantiles.doQmapRQUANT doQmapRQUANT.data.frame doQmapRQUANT.default doQmapRQUANT.matrix fitQmapRQUANT fitQmapRQUANT.data.frame fitQmapRQUANT.default fitQmapRQUANT.matrix
Quantile mapping using a smoothing splinedoQmapSSPLIN doQmapSSPLIN.data.frame doQmapSSPLIN.default doQmapSSPLIN.matrix fitQmapSSPLIN fitQmapSSPLIN.data.frame fitQmapSSPLIN.default fitQmapSSPLIN.matrix
Daily precipitation data at three locations in Norway.modprecip obsprecip
Rough parameter estimate for the Bernoulli-Exponential distributionstartbernexp
Rough parameter estimate for the Bernoulli-Gamma distributionstartberngamma
Rough parameter estimate for the Bernoulli-Log-Normal distributionstartbernlnorm
Rough parameter estimate for the Bernoulli-Weibull distributionstartbernweibull