Estimate Ensemble Bayesian Model Averaging Forecasts using Gibbs Sampling or EM-Algorithms


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Documentation for package ‘EBMAforecast’ version 1.0.32

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calibrateEnsemble Calibrate an ensemble Bayesian Model Averaging model
calibrateEnsemble-method Calibrate an ensemble Bayesian Model Averaging model
calibrationSample Sample data Insurgency Predictions
compareModels Function for comparing multiple models based on predictive performance
CompareModels-class Function for comparing multiple models based on predictive performance
compareModels-method Function for comparing multiple models based on predictive performance
EBMApredict EBMApredict
EBMApredict-method EBMApredict
ForecastData-class An ensemble forecasting data object
makeForecastData Build a ensemble forecasting data object
makeForecastData-method Build a ensemble forecasting data object
plot-method Summarize and Plot Ensemble models
presidentialForecast Sample data Presidential Election
print-method Print and Show methods for forecast data
setModelNames<- "Set" functions
setModelNames<--method "Set" functions
setOutcomeCalibration<- "Set" functions
setOutcomeCalibration<--method "Set" functions
setOutcomeTest<- "Set" functions
setOutcomeTest<--method "Set" functions
setPredCalibration<- "Set" functions
setPredCalibration<--method "Set" functions
setPredTest<- "Set" functions
setPredTest<--method "Set" functions
show-method Print and Show methods for forecast data
summary-method Summarize and Plot Ensemble models
SummaryForecastData-class Summarize and Plot Ensemble models
testSample Sample data Insurgency Predictions