Probabilistic Forecasting using Ensembles and Bayesian Model Averaging

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Documentation for package ‘ensembleBMA’ version 2.1

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binGrid Surface plots for BMA forecasts.
bmaModelParameters Extract BMA model parameters
brierScore Brier Scores
cdfBMA Cummulative Distribution Function for ensemble BMA 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
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
gamma0BMAcdf Cummulative Distribution Function for ensemble BMA models
gamma0BMAquant Quantile forecasts at observation locations
getExchangeable BMA mixture model fit
mae Mean Absolute Error
matchEnsembleMembers Create an ensembleData object
normalBMAcdf Cummulative Distribution Function for ensemble BMA models
normalBMAquant Quantile forecasts at observation locations
plotBMAforecast Surface plots for BMA forecasts.
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
precipitationData Create an ensembleData object
pressureData Create an ensembleData object
quantileForecastBMA 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
temperatureData Create an ensembleData object
trainingData Extract Training Data
[.ensembleData Create an ensembleData object