Probabilistic forecasting using Bayesian Model Averaging

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Documentation for package `ensembleBMA' version 2.0

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bmaModelParameters Extract ensemble BMA model parameters.
brierSkillScores Brier Skill Scores
controlBMAgamma0 Control parameters for BMA for precipitation.
controlBMAnormal Control parameters for BMA for precipitation.
crpsANDmae CRPS and MAE via sampling
crpsNormal Continuous Ranked Probability Score for Normal Ensemble Data
ensembleBMA Bayesian Model Averaging for ensemble forecasts.
ensembleBMAgamma0 BMA mixture of gammas ensemble forecasting models with a point mass at 0.
ensembleBMAnormal BMA mixture of normals modeling for ensemble forecasts.
ensembleData Creates an ensembleData object.
ensembleDates Creates an ensembleData object.
ensembleForecasts Creates an ensembleData object.
ensembleMemberNames Creates an ensembleData object.
ensembleNobs Creates an ensembleData object.
ensembleObsNames Creates an ensembleData object.
ensembleSize Creates an ensembleData object.
ensembleVerifObs Creates an ensembleData object.
fitBMA BMA model fitting.
fitBMAgamma0 BMA for a mixture of gammas with a point mass at 0.
fitBMAnormal BMA for a mixture of normals.
forecastBMA Ensemble BMA forecast for a given date at observation locations.
forecastBMAgamma0 Ensemble BMA forecast for a given date at observation locations.
forecastBMAnormal Ensemble BMA forecast for a given date at observation locations.
gamma0BMAcdf Quantile forecasts for ensemble BMA models.
gamma0BMAquant Quantile forecasts for ensemble BMA models.
gridForecastBMA BMA forecasts for a grid of ensemble predictions.
normalBMAcdf Quantile forecasts for ensemble BMA models.
normalBMAquant Quantile forecasts for ensemble BMA models.
prcp Precipitation Data Set
prcpFit Precipitation Data Set
precipitationData Creates an ensembleData object.
pressureData Creates an ensembleData object.
quantileForecastBMA Quantile forecasts for ensemble BMA models.
slp Sea-Level Pressure Ensemble Forecasts and Observations
srft Surface Temperature Ensemble Forecasts and Observations
srftGrid Gridded Surface Temperature Ensemble Forecasts
temperatureData Creates an ensembleData object.
trainingData Training data for a given date and training rule.
[.ensembleData Creates an ensembleData object.