tsintermittent: Intermittent Time Series Forecasting

Functions for analysing and forecasting intermittent demand/slow moving items time series.

Author
Nikolaos Kourentzes and Fotios Petropoulos
Date of publication
2016-03-10 23:32:20
Maintainer
Nikolaos Kourentzes <n.kourentzes@lancaster.ac.uk>
License
GPL (>= 2)
Version
1.9
URLs

View on CRAN

Man pages

crost
Croston's method and variants
crost.decomp
Croston's decomposition
crost.ma
Moving average with Croston's method decomposition
data.frc
Wrapper to forecasts data.frames with a single call
idclass
Time series categorisation for intermittent demand
imapa
MAPA for intermittent demand data
sexsm
Simple exponential smoothing
simID
Simulator for Intermittent Demand Series
tsb
TSB (Teunter-Syntetos-Babai) method
ts.data1
Example intermittent demand series - 'ts.data1'
ts.data2
Example intermittent demand series - 'ts.data2'

Files in this package

tsintermittent
tsintermittent/NAMESPACE
tsintermittent/data
tsintermittent/data/ts.data1.rda
tsintermittent/data/ts.data2.rda
tsintermittent/R
tsintermittent/R/simID.R
tsintermittent/R/imapa.R
tsintermittent/R/idclass.R
tsintermittent/R/crost.R
tsintermittent/R/crost.decomp.R
tsintermittent/R/sexsm.R
tsintermittent/R/data.frc.R
tsintermittent/R/crost.ma.R
tsintermittent/R/tsb.R
tsintermittent/MD5
tsintermittent/DESCRIPTION
tsintermittent/ChangeLog
tsintermittent/man
tsintermittent/man/sexsm.Rd
tsintermittent/man/ts.data1.Rd
tsintermittent/man/crost.Rd
tsintermittent/man/idclass.Rd
tsintermittent/man/tsb.Rd
tsintermittent/man/data.frc.Rd
tsintermittent/man/imapa.Rd
tsintermittent/man/simID.Rd
tsintermittent/man/ts.data2.Rd
tsintermittent/man/crost.ma.Rd
tsintermittent/man/crost.decomp.Rd