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ensembleBMA  

Probabilistic Forecasting using Ensembles and Bayesian Model Averaging
View on CRAN: Click here


Download and install ensembleBMA package within the R console
Install from CRAN:
install.packages("ensembleBMA")

Install from Github:
library("remotes")
install_github("cran/ensembleBMA")

Install by package version:
library("remotes")
install_version("ensembleBMA", "5.1.8")



Attach the package and use:
library("ensembleBMA")
Maintained by
Chris Fraley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2006-02-08
Latest Update: 2022-09-02
Description:
Bayesian Model Averaging to create probabilistic forecasts from ensemble forecasts and weather observations .
How to cite:
Chris Fraley (2006). ensembleBMA: Probabilistic Forecasting using Ensembles and Bayesian Model Averaging. R package version 5.1.8, https://cran.r-project.org/web/packages/ensembleBMA. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0 (2006-02-08 13:07), 2.0 (2007-03-08 10:36), 2.1 (2007-08-25 18:48), 3.0-0 (2008-05-19 09:23), 3.0-1 (2008-06-02 08:58), 3.0-2 (2008-06-24 11:59), 3.0-3 (2008-07-28 08:24), 3.0-4.1 (2008-08-21 19:09), 3.0-4 (2008-08-20 13:23), 3.0-5 (2008-10-08 09:11), 4.0-2 (2009-01-05 21:44), 4.1.1 (2009-01-27 20:52), 4.2.1 (2009-05-10 20:48), 4.2.2 (2009-05-19 21:09), 4.2 (2009-04-01 08:40), 4.3.1 (2009-09-07 21:17), 4.3.2 (2009-09-09 22:12), 4.3.3 (2009-09-18 22:24), 4.3 (2009-06-27 10:16), 4.4 (2009-12-16 09:09), 4.5 (2010-07-03 18:19), 5.0.1 (2011-10-26 20:43), 5.0.2 (2011-11-09 20:47), 5.0.3 (2012-01-28 19:12), 5.0.4 (2013-07-16 19:00), 5.0.6 (2014-01-07 21:12), 5.0.7 (2014-01-30 11:21), 5.0.8 (2014-04-15 00:15), 5.1.1 (2015-03-19 06:47), 5.1.2 (2015-05-20 00:46), 5.1.3 (2016-06-19 09:47), 5.1.4 (2017-03-18 23:46), 5.1.5 (2018-01-18 18:48), 5.1.6 (2021-10-02 15:40), 5.1.7 (2021-11-13 06:30), 5.1 (2015-02-18 11:35)
Other packages that cited ensembleBMA R package
View ensembleBMA citation profile
Other R packages that ensembleBMA depends, imports, suggests or enhances
Complete documentation for ensembleBMA
Functions, R codes and Examples using the ensembleBMA R package
Some associated functions: MAE . brierScore . cdf . combine . controlBMAgamma . controlBMAgamma0 . controlBMAnormal . crps . dateCheck . ensBMAtest . ensembleBMA . ensembleBMAgamma . ensembleBMAgamma0 . ensembleBMAnormal . ensembleData . fitBMA . fitBMAgamma . fitBMAgamma0 . fitBMAnormal . julTOymdh . modelParameters . pit . pitHist . plot.ensembleBMA . plotProbcast . prcpDJdata . prcpFit . prcpGrid . quantileForecast . srft . srftGrid . trainingData . verifPlot . verifRankHist . ymdhTOjul . 
Some associated R codes: CRPS.default.R . CRPScap.R . MAE.R . MAE.default.R . binGrid.R . brierScore.R . brierScore.ensembleBMAgamma.R . brierScore.ensembleBMAgamma0.R . brierScore.ensembleBMAnormal.R . brierScore.fitBMAgamma.R . brierScore.fitBMAgamma0.R . brierScore.fitBMAnormal.R . cdf.R . cdf.ensembleBMAgamma.R . cdf.ensembleBMAgamma0.R . cdf.ensembleBMAnormal.R . cdf.fitBMAgamma.R . cdf.fitBMAgamma0.R . cdf.fitBMAnormal.R . cdfBMAgamma.R . cdfBMAgamma0.R . cdfBMAnormal.R . combine.R . combine.ensembleBMAgamma.R . combine.ensembleBMAgamma0.R . combine.ensembleBMAnormal.R . combineCORE.R . controlBMAgamma.R . controlBMAgamma0.R . controlBMAnormal.R . crps.R . crps.ensembleBMAgamma.R . crps.ensembleBMAgamma0.R . crps.ensembleBMAnormal.R . crps.fitBMAgamma.R . crps.fitBMAgamma0.R . crps.fitBMAnormal.R . crpsNormal.R . dataNA.R . dataNA.ensembleData.R . dataNobs.R . dataNobs.ensembleData.R . dataObsLabels.R . dataObsLabels.ensembleData.R . dataStartupSpeed.R . dataStartupSpeed.ensembleData.R . dataVerifObs.R . dataVerifObs.ensembleData.R . dateCheck.R . ensembleBMA.R . ensembleBMAgamma.R . ensembleBMAgamma0.R . ensembleBMAnormal.R . ensembleData.R . ensembleFhour.R . ensembleFhour.ensembleData.R . ensembleForecasts.R . ensembleForecasts.ensembleData.R . ensembleGroups.R . ensembleGroups.ensembleData.R . ensembleItime.R . ensembleItime.ensembleData.R . ensembleMembers.R . ensembleMembers.ensembleData.R . ensembleSize.R . ensembleSize.ensembleData.R . ensembleValidDates.R . ensembleValidDates.ensembleData.R . fitBMA.R . fitBMAgamma.R . fitBMAgamma0.R . fitBMAnormal.R . getDates.R . getExchangeable.R . getHH.R . inverseLogit.R . julTOymdh.R . match2side.R . matchDates.R . matchEnsembleMembers.R . matchITandFH.R . modelDates.R . modelDates.default.R . modelMembers.R . modelMembers.default.R . modelParameters.R . modelParameters.ensembleBMAgamma.R . modelParameters.ensembleBMAgamma0.R . modelParameters.ensembleBMAnormal.R . modelParameters.fitBMAgamma.R . modelParameters.fitBMAgamma0.R . modelParameters.fitBMAnormal.R . pit.R . pit.ensembleBMAgamma.R . pit.ensembleBMAgamma0.R . pit.ensembleBMAnormal.R . pit.fitBMAgamma.R . pit.fitBMAgamma0.R . pit.fitBMAnormal.R . pitHist.R . plot.ensembleBMAgamma.R . plot.ensembleBMAgamma0.R . plot.ensembleBMAnormal.R . plot.fitBMAgamma.R . plot.fitBMAgamma0.R . plot.fitBMAnormal.R . plotBMAgamma.R . plotBMAgamma0.R . plotBMAnormal.R . plotProbcast.R . quantBMAgamma.R . quantBMAgamma0.R . quantBMAnormal.R . quantileForecast.R . quantileForecast.ensembleBMAgamma.R . quantileForecast.ensembleBMAgamma0.R . quantileForecast.ensembleBMAnormal.R . quantileForecast.fitBMAgamma.R . quantileForecast.fitBMAgamma0.R . quantileForecast.fitBMAnormal.R . startupSpeed.R . startupSpeed.ensembleData.R . subset.ensembleBMAgamma.R . subset.ensembleBMAgamma0.R . subset.ensembleBMAnormal.R . subset.ensembleData.R . trainingData.R . verifPlot.R . verifRankHist.R . ymdhTOjul.R .  Full ensembleBMA package functions and examples
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