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ensembleBMA (version 5.0.2)
Probabilistic Forecasting using Ensembles and Bayesian Model Averaging
Description
Bayesian Model Averaging to create probabilistic forecasts from ensemble forecasts and weather observations.
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Install
install.packages('ensembleBMA')
Monthly Downloads
716
Version
5.0.2
License
GPL (>= 2)
Maintainer
Chris Fraley
Last Published
November 9th, 2011
Functions in ensembleBMA (5.0.2)
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combine
Combine Compatible BMA Models
verifPlot
Plot observations along with median, 10th and 90th percentile forecasts.
MAE
Mean Absolute Error
controlBMAgamma
Control parameters for BMA wind speed modeling
pitHist
PIT Histogram
cdf
Cummulative Distribution Function for ensemble forcasting models
crps
Continuous Ranked Probability Score
ensembleBMAnormal
BMA mixture of normals modeling
fitBMAnormal
BMA mixture of normals fit to a training set
fitBMA
BMA model fit to a training set
srftGrid
Gridded Surface Temperature Ensemble Forecasts
trainingData
Extract Training Data
prcpGrid
Gridded Ensemble Forecasts of Precipitation
dateCheck
Checks date format.
controlBMAnormal
Control parameters for BMA mixtures of normals
ymdhTOjul
Convert to Julian dates.
quantileForecast
Quantile forecasts at observation locations
ensembleBMAgamma0
BMA precipitation modeling
ensembleBMA
BMA mixture model fit
fitBMAgamma0
BMA precipitation model fit to a training set
prcpFit
BMA Model Fit to Precipitation Data
pit
Probability Integral Transform for ensemble forcasting models
verifRankHist
Verification Rank and Histogram
plotProbcast
Surface plots for forecast information.
srft
Surface Temperature Ensemble Forecasts and Observations
plot.ensembleBMA
Plot the Predictive Distribution Function for ensemble forcasting models
ensBMAtest
Ensemble BMA Test Data Set
controlBMAgamma0
Control parameters for BMA precipitation modeling
ensembleData
Create an ensembleData object
brierScore
Brier Scores
ensembleBMAgamma
BMA wind speed modeling
modelParameters
Extract model parameters
fitBMAgamma
BMA precipitation model fit to a training set
julTOymdh
Convert Julian dates to character format.
prcpDJdata
Precipitation Data