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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
0.8.2
0.8.1
0.8
0.7
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Install
install.packages('ensembleMOS')
Monthly Downloads
184
Version
0.8.2
License
GPL (>= 2)
Maintainer
Sandor Baran
Last Published
March 22nd, 2018
Functions in ensembleMOS (0.8.2)
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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