ensembleMOS (version 0.8.2)

Ensemble Model Output Statistics

Description

Ensemble Model Output Statistics to create probabilistic forecasts from ensemble forecasts and weather observations.

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Version

Install

install.packages('ensembleMOS')

Monthly Downloads

172

Version

0.8.2

License

GPL (>= 2)

Maintainer

Sandor Baran

Last Published

March 22nd, 2018

Functions in ensembleMOS (0.8.2)

cdf

Cummulative distribution function for ensemble forcasting models

crps

Continuous Ranked Probability Score

brierScore

Brier Score

controlMOStruncnormal

Control parameters for truncated normal EMOS models

controlMOScsg0

Control parameters for censored and shifted gamma EMOS models

ensembleMOScsg0

Censored and shifted gamma EMOS modeling

ensembleMOS

EMOS modeling

controlMOSlognormal

Control parameters for log-normal EMOS models

controlMOSgev0

Control parameters for censored generalized extreme value distribution EMOS models

controlMOSnormal

Control parameters for Gaussian (normal) EMOS models

ensembleMOSnormal

Gaussian (normal) EMOS modeling

ensembleMOStruncnormal

Truncated normal EMOS modeling

fitMOS

EMOS model fit to a training set

fitMOSnormal

Gaussian (normal) EMOS model fit to a training set

ensembleMOSgev0

Censored generalized extreme value distribution EMOS modeling

fitMOSlognormal

Log-normal EMOS model fit to a training set

fitMOSgev0

Censored generalized extreme value distribution EMOS modeling

fitMOStruncnormal

Truncated normal EMOS model fit to a training set

fitMOScsg0

Censored and shifted gamma EMOS modeling

trainingData

Extract Training Data

ensembleMOSlognormal

Log-normal EMOS modeling

pars

Forecast distribution parameters

quantileForecast

Quantile forecasts at observation locations