Learn R Programming

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.

Copy Link

Version

Install

install.packages('qmap')

Monthly Downloads

791

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