Ensemble BMA Forecasting

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Documentation for package ‘EBMAforecast’ version 0.52

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EBMAforecast-package EBMAforecast
calibrateEnsemble Calibrate an ensemble Bayesian Model Averaging model
calibrateEnsemble-method Calibrate an ensemble Bayesian Model Averaging model
calibrationSample Calibration sample data
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
EBMAforecast EBMAforecast
EBMApredict EBMApredict
EBMApredict-method EBMApredict
FDatFitLogit-class Calibrate an ensemble Bayesian Model Averaging model
FDatFitLogit-method EBMApredict
FDatFitNormal-class Calibrate an ensemble Bayesian Model Averaging model
FDatFitNormal-method EBMApredict
fitEnsemble Calibrate an ensemble Bayesian Model Averaging model
fitEnsemble-method Calibrate an ensemble Bayesian Model Averaging model
ForecastData-class An ensemble forecasting data object
ForecastData-generic Build a ensemble forecasting data object
ForecastData-method Build a ensemble forecasting data object
ForecastDataLogit-class Calibrate an ensemble Bayesian Model Averaging model
ForecastDataLogit-method EBMApredict
ForecastDataNormal-class Calibrate an ensemble Bayesian Model Averaging model
makeForecastData Build a ensemble forecasting data object
makeForecastData-method Build a ensemble forecasting data object
makeForecastData-method, Build a ensemble forecasting data object
plot-method Plotting function for ensemble models of the class "FDatFitLogit" or "FDatFitNormal", which are the objects created by the 'calibrateEnsemble()' function.
prediction EBMApredict
prediction, EBMApredict
prediction-method EBMApredict
presidentialForecast Sample data Presidential Election
print-method Build a ensemble forecasting data object
print-method Summary Function
print-method, Build a ensemble forecasting data object
setModelNames<- An ensemble forecasting data object
setModelNames<-, Build a ensemble forecasting data object
setModelNames<--method An ensemble forecasting data object
setOutcomeCalibration, Build a ensemble forecasting data object
setOutcomeCalibration<- An ensemble forecasting data object
setOutcomeCalibration<--method An ensemble forecasting data object
setOutcomeTest<- An ensemble forecasting data object
setOutcomeTest<-, Build a ensemble forecasting data object
setOutcomeTest<--method An ensemble forecasting data object
setPredCalibration, Build a ensemble forecasting data object
setPredCalibration<- An ensemble forecasting data object
setPredCalibration<--method An ensemble forecasting data object
setPredTest, Build a ensemble forecasting data object
setPredTest<- An ensemble forecasting data object
setPredTest<--method An ensemble forecasting data object
show-method Build a ensemble forecasting data object
show-method Summary Function
summary-method Summary Function
SummaryForecastData-class Summary Function
testSample Test sample data