CRAN/E | greybox

greybox

Toolbox for Model Building and Forecasting

Installation

About

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.

github.com/config-i1/greybox
Bug report File report

Key Metrics

Version 2.0.0
R ≥ 3.5.0
Published 2023-09-16 222 days ago
Needs compilation? yes
License LGPL-2.1
CRAN checks greybox results
Language en-GB

Downloads

Yesterday 178 -13%
Last 7 days 1.255 -10%
Last 30 days 5.472 -20%
Last 90 days 20.089 -22%
Last 365 days 103.457 -45%

Maintainer

Maintainer

Ivan Svetunkov

ivan@svetunkov.ru

Authors

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)

Material

README
NEWS
Reference manual
Package source

In Views

Distributions
TimeSeries

Vignettes

Augmented Linear Model
Greybox main vignette
Marketing analytics with greybox
Rolling Origin

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

greybox archive

Depends

R ≥ 3.5.0

Imports

stats
generics ≥ 0.1.2
graphics
utils
pracma
nloptr
statmod
zoo
texreg
xtable
methods

Suggests

smooth ≥ 3.1.0
doMC
doParallel
foreach
testthat
rmarkdown
knitr

Enhances

vars

LinkingTo

Rcpp

Reverse Depends

legion
smooth

Reverse Imports

BBSSL
codez
dymo
jenga
naive
proteus
segen
spooky
tetragon

Reverse Suggests

modeltime