MAPA
type: Item
instance of: R package
software version identifier: 2.0.5
software version identifier: 1.2
software version identifier: 1.3
software version identifier: 1.4
software version identifier: 1.5
software version identifier: 1.6
software version identifier: 1.7
software version identifier: 1.8
software version identifier: 1.9.1
software version identifier: 1.9
software version identifier: 2.0.1
software version identifier: 2.0.2
software version identifier: 2.0.4
software version identifier: 2.0.6
maintained by: Nikolaos Kourentzes
CRAN project: MAPA
programmed in: R
last update: 2023-11-16T00:00:00Z
description: Functions and wrappers for using the Multiple Aggregation Prediction Algorithm (MAPA) for time series forecasting. MAPA models and forecasts time series at multiple temporal aggregation levels, thus strengthening and attenuating the various time series components for better holistic estimation of its structure. For details see Kourentzes et al. (2014) <doi:10.1016/j.ijforecast.2013.09.006>.
author: Nikolaos Kourentzes
author: Fotios Petropoulos
copyright license: GNU General Public License, version 2.0
copyright license: GNU General Public License, version 3.0
depends on software: forecast
depends on software: parallel
depends on software: RColorBrewer
depends on software: smooth
cites work: Improving forecasting by estimating time series structural components across multiple frequencies
MaRDI profile type: Software
description: Multiple Aggregation Prediction Algorithm