Probabilistic Forecasting using Ensembles and Bayesian Model Averaging

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Documentation for package ‘ensembleBMA’ version 3.0-5

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binGrid Surface plots for forecast information.
brierScore Brier Scores
cdf Cummulative Distribution Function for ensemble forcasting models
cdfBMAgamma0 Cummulative Distribution Function for ensemble forcasting models
cdfBMAnormal Cummulative Distribution Function for ensemble forcasting models
controlBMAgamma0 Control parameters for BMA precipitation modeling
controlBMAnormal Control parameters for BMA mixtures of normals
crps Continuous Ranked Probability Score
crpsNormal BMA mixture of normals modeling
dateCheck Checks date format.
ensembleBMA BMA mixture model fit
ensembleBMAgamma0 BMA precipitation modeling
ensembleBMAnormal BMA mixture of normals modeling
ensembleData Create an ensembleData object
ensembleDates Create an ensembleData object
ensembleForecasts Create an ensembleData object
ensembleGroups Create an ensembleData object
ensembleMemberLabels Create an ensembleData object
ensembleNobs Create an ensembleData object
ensembleObsLabels Create an ensembleData object
ensembleSize Create an ensembleData object
ensembleVerifObs Create an ensembleData object
fitBMA BMA model fit to a training set
fitBMAgamma0 BMA precipitation model fit to a training set
fitBMAnormal BMA mixture of normals fit to a training set
getExchangeable BMA mixture model fit
getHH Checks date format.
inverseLogit BMA precipitation model fit to a training set
julTOymdh Convert Julian dates to character format.
mae Mean Absolute Error
matchEnsembleMembers Create an ensembleData object
modelParameters Extract model parameters
plotProbcast Surface plots for forecast information.
prcpDJdata Precipitation Data
prcpFit BMA Model Fit to Precipitation Data
prcpGrid Gridded Ensemble Forecasts of Precipitation
prcpTest Precipitation Test Data Set
prcpTestFit Precipitation Test Data Set
quantBMAgamma0 Quantile forecasts at observation locations
quantBMAnormal Quantile forecasts at observation locations
quantileForecast Quantile forecasts at observation locations
slpTest Sea-Level Pressure Test Data Set
srft Surface Temperature Ensemble Forecasts and Observations
srftGrid Gridded Surface Temperature Ensemble Forecasts
trainingControl Set Training Rule Argument
trainingData Extract Training Data
ymdhTOjul Convert to Julian dates.
[.ensembleData Create an ensembleData object