greybox: Toolbox for Model Building and Forecasting

Implements functions and instruments for regression model building and its application to forecasting. The main scope of the package is in variables selection and models specification for cases of time series data. This includes promotional modelling, selection between different dynamic regressions with non-standard distributions of errors, selection based on cross validation, solutions to the fat regression model problem and more. Models developed in the package are tailored specifically for forecasting purposes. So as a results there are several methods that allow producing forecasts from these models and visualising them.

Version: 1.0.2
Depends: R (≥ 3.5.0)
Imports: stats, graphics, utils, lamW, pracma, nloptr, statmod, zoo, texreg, methods
LinkingTo: Rcpp
Suggests: smooth (≥ 3.0.0), doMC, doParallel, foreach, testthat, rmarkdown, knitr
Enhances: vars
Published: 2021-12-01
Author: Ivan Svetunkov [aut, cre] (Lecturer at Centre for Marketing Analytics and Forecasting, Lancaster University, UK), Yves R. Sagaert [ctb] (Visiting Research at Centre for Marketing Analytics and Forecasting, Lancaster University, UK)
Maintainer: Ivan Svetunkov <ivan at svetunkov.ru>
BugReports: https://github.com/config-i1/greybox/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/config-i1/greybox
NeedsCompilation: yes
Language: en-GB
Materials: README NEWS
In views: Distributions, TimeSeries
CRAN checks: greybox results

Documentation:

Reference manual: greybox.pdf
Vignettes: Augmented Linear Model
Greybox main vignette
Marketing analytics with greybox
Rolling Origin

Downloads:

Package source: greybox_1.0.2.tar.gz
Windows binaries: r-devel: greybox_1.0.2.zip, r-devel-UCRT: greybox_1.0.2.zip, r-release: greybox_1.0.2.zip, r-oldrel: greybox_1.0.1.zip
macOS binaries: r-release (arm64): greybox_1.0.1.tgz, r-release (x86_64): greybox_1.0.2.tgz, r-oldrel: greybox_1.0.2.tgz
Old sources: greybox archive

Reverse dependencies:

Reverse depends: legion, smooth
Reverse imports: BBSSL, tetragon
Reverse suggests: modeltime

Linking:

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