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qmap (version 1.0-4)

Statistical Transformations for Post-Processing Climate Model Output

Description

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

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Install

install.packages('qmap')

Monthly Downloads

735

Version

1.0-4

License

GPL (>= 2)

Last Published

May 3rd, 2016

Functions in qmap (1.0-4)

fitQmap

Quantile mapping
qmap-package

Statistical Transformations for Post-Processing Climate Model Output
berngamma

The Bernoulli-Gamma distribution
bernlnorm

The Bernoulli-Log-Normal distribution
obsprecip

Daily precipitation data at three locations in Norway.
bernweibull

The Bernoulli-Weibull distribution
startbernlnorm

Rough parameter estimate for the Bernoulli-Log-Normal distribution
fitQmapQUANT

Non-parametric quantile mapping using empirical quantiles.
startbernexp

Rough parameter estimate for the Bernoulli-Exponential distribution
fitQmapPTF

Quantile mapping using parametric transformations
fitQmapSSPLIN

Quantile mapping using a smoothing spline
startberngamma

Rough parameter estimate for the Bernoulli-Gamma distribution
fitQmapRQUANT

Non-parametric quantile mapping using robust empirical quantiles.
startbernweibull

Rough parameter estimate for the Bernoulli-Weibull distribution
bernexp

The Bernoulli-Exponential distribution
fitQmapDIST

Quantile mapping using distribution derived transformations