Estimate Ensemble Bayesian Model Averaging Forecasts using Gibbs
Sampling or EM-Algorithms
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Documentation for package ‘EBMAforecast’ version 1.0.3
- DESCRIPTION file.
- Code demos. Use demo() to run them.
Help Pages
| 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 |
| EBMAforecast | EBMAforecast |
| 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 |