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ensembleBMA (version 5.1.5)
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
5.1.5
License
GPL (>= 2)
Maintainer
Chris Fraley interim
Last Published
January 18th, 2018
Functions in ensembleBMA (5.1.5)
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controlBMAgamma
Control parameters for BMA wind speed modeling
controlBMAgamma0
Control parameters for BMA precipitation modeling
dateCheck
Checks date format.
ensBMAtest
Ensemble BMA Test Data Set
cdf
Cummulative Distribution Function for ensemble forcasting models
combine
Combine Compatible BMA Models
ensembleBMA
BMA mixture model fit
ensembleBMAgamma
BMA wind speed modeling
ensembleData
Create an ensembleData object
fitBMA
BMA model fit to a training set
prcpFit
BMA Model Fit to Precipitation Data
prcpGrid
Gridded Ensemble Forecasts of Precipitation
plotProbcast
Surface plots for forecast information.
prcpDJdata
Precipitation Data
srftGrid
Gridded Surface Temperature Ensemble Forecasts
trainingData
Extract Training Data
fitBMAgamma
BMA wind speed model fit to a training set
fitBMAgamma0
BMA precipitation model fit to a training set
controlBMAnormal
Control parameters for BMA mixtures of normals
crps
Continuous Ranked Probability Score
ensembleBMAgamma0
BMA precipitation modeling
ensembleBMAnormal
BMA mixture of normals modeling
modelParameters
Extract model parameters
fitBMAnormal
BMA mixture of normals fit to a training set
julTOymdh
Convert Julian dates to character format.
pitHist
PIT Histogram
plot.ensembleBMA
Plot the Predictive Distribution Function for ensemble forcasting models
verifRankHist
Verification Rank and Histogram
pit
Probability Integral Transform for ensemble forcasting models
verifPlot
Plot observations along with median, 10th and 90th percentile forecasts.
MAE
Mean Absolute Error
brierScore
Brier Scores
quantileForecast
Quantile forecasts at observation locations
srft
Surface Temperature Ensemble Forecasts and Observations
ymdhTOjul
Convert to Julian dates.