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ensembleBMA (version 5.0.1)
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
5.0.1
License
GPL (>= 2)
Maintainer
Chris Fraley
Last Published
October 26th, 2011
Functions in ensembleBMA (5.0.1)
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cdf
Cummulative Distribution Function for ensemble forcasting models
controlBMAgamma
Control parameters for BMA wind speed modeling
srft
Surface Temperature Ensemble Forecasts and Observations
ensBMAtest
Ensemble BMA Test Data Set
quantileForecast
Quantile forecasts at observation locations
fitBMAgamma0
BMA precipitation model fit to a training set
MAE
Mean Absolute Error
fitBMAgamma
BMA precipitation model fit to a training set
ensembleBMAgamma
BMA wind speed modeling
srftGrid
Gridded Surface Temperature Ensemble Forecasts
plot.ensembleBMA
Plot the Predictive Distribution Function for ensemble forcasting models
fitBMAnormal
BMA mixture of normals fit to a training set
prcpGrid
Gridded Ensemble Forecasts of Precipitation
trainingData
Extract Training Data
modelParameters
Extract model parameters
prcpDJdata
Precipitation Data
ensembleBMAgamma0
BMA precipitation modeling
pit
Probability Integral Transform for ensemble forcasting models
crps
Continuous Ranked Probability Score
ensembleBMAnormal
BMA mixture of normals modeling
pitHist
PIT Histogram
plotProbcast
Surface plots for forecast information.
combine
Combine Compatible BMA Models
verifPlot
Plot observations along with median, 10th and 90th percentile forecasts.
julTOymdh
Convert Julian dates to character format.
ensembleBMA
BMA mixture model fit
fitBMA
BMA model fit to a training set
ensembleData
Create an ensembleData object
controlBMAgamma0
Control parameters for BMA precipitation modeling
dateCheck
Checks date format.
ymdhTOjul
Convert to Julian dates.
brierScore
Brier Scores
verifRankHist
Verification Rank and Histogram
controlBMAnormal
Control parameters for BMA mixtures of normals
prcpFit
BMA Model Fit to Precipitation Data