opera: Online Prediction by Expert Aggregation
Version 1.0

Misc methods to form online predictions, for regression-oriented time-series, by combining a finite set of forecasts provided by the user.

AuthorPierre Gaillard [cre, aut], Yannig Goude [aut]
Date of publication2016-08-17 12:26:24
MaintainerPierre Gaillard <pierre@gaillard.me>
LicenseLGPL
Version1.0
URL http://pierre.gaillard.me/opera.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("opera")

Getting started

Package overview
README.md
`opera` package

Popular man pages

loss: Errors suffered by a sequence of predictions
mixture: Compute an aggregation rule
opera-package: Online Prediction by ExpeRt Aggregation
oracle: Compute oracle predictions
plot.mixture: Plot an object of class mixture
predict.mixture: Predict method for Mixture models
seriesToBlock: Convert a 1-dimensional series to blocks
See all...

All man pages Function index File listing

Man pages

electric_load: Electricity forecasting data set
loss: Errors suffered by a sequence of predictions
mixture: Compute an aggregation rule
opera-package: Online Prediction by ExpeRt Aggregation
oracle: Compute oracle predictions
plot.mixture: Plot an object of class mixture
predict.mixture: Predict method for Mixture models
seriesToBlock: Convert a 1-dimensional series to blocks

Functions

BOA Source code
MLewa Source code
MLpol Source code
MLprod Source code
OGD Source code
addPoly Source code
bestConvex Source code
bestLinear Source code
bestShifts Source code
blockToSeries Man page Source code Source code
cumulativePlot Source code
electric_load Man page
ewa Source code
ewaCalib Source code
fixedshare Source code
fixedshareCalib Source code
loss Man page Source code
lossConv Source code
lossPred Source code
mixture Man page Source code
mixture.default Source code
nBOA Source code
norme1 Source code
opera Man page
opera-package Man page
oracle Man page Source code
oracle.default Source code
plot.mixture Man page Source code
plot.oracle Man page Source code
predict.mixture Man page Source code
predict.oracle Source code
predictReal Source code
print.mixture Man page Source code
print.oracle Source code
print.summary.mixture Source code
print.summary.oracle Source code
projectionL1 Source code
ridge Source code
ridgeCalib Source code
seriesToBlock Man page Source code
simplexProj Source code
summary.mixture Man page Source code
summary.oracle Source code
truncate1 Source code
writeLegend Source code

Files

inst
inst/img
inst/img/MLpol-6.png
inst/img/MLpol-2.png
inst/img/MLpol-5.png
inst/img/Load-1.png
inst/img/loadAndForecasts-1.png
inst/img/Temp-1.png
inst/img/MLpol-3.png
inst/img/opera-logo.jpg
inst/img/MLpol-1.png
inst/img/NumWeek-1.png
inst/img/oracle-1.png
inst/img/MLpol-4.png
inst/doc
inst/doc/opera-vignette.R
inst/doc/opera-vignette.Rmd
inst/doc/opera-vignette.html
tests
tests/examples
tests/examples/example.R
tests/examples/example2.R
tests/testthat.R
tests/testthat
tests/testthat/test-oracle.R
tests/testthat/test-mixture.R
tests/testthat/test-blocks.R
NAMESPACE
data
data/electric_load.RData
R
R/mixture.R
R/bestConvex.R
R/ewa.R
R/opera-package.R
R/predictReal-mixture.R
R/simplexProj.R
R/lossConv.R
R/truncate1.R
R/plot-mixture.R
R/bestLinear.R
R/nBOA.r
R/plot-oracle.R
R/OGD.R
R/seriesToBlock.R
R/summary-mixture.R
R/predict-mixture.R
R/bestShifts.R
R/lossPred.R
R/BOA.R
R/blockToSeries.R
R/MLpol.R
R/ewaCalib.R
R/ridgeCalib.R
R/fixedshare.R
R/methods-oracle.R
R/fixedshareCalib.R
R/loss.R
R/ridge.R
R/print-mixture.R
R/electric_load-data.R
R/oracle.R
R/MLewa.R
R/MLprod.R
vignettes
vignettes/opera-vignette.Rmd
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/loss.Rd
man/mixture.Rd
man/opera-package.Rd
man/predict.mixture.Rd
man/oracle.Rd
man/seriesToBlock.Rd
man/plot.mixture.Rd
man/electric_load.Rd
opera documentation built on May 19, 2017, 9:04 p.m.

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