CRAN/E | MAPA

MAPA

Multiple Aggregation Prediction Algorithm

Installation

About

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.

Citation MAPA citation info
kourentzes.com/forecasting/2014/04/19/multiple-aggregation-prediction-algorithm-mapa/
Bug report File report

Key Metrics

Version 2.0.7
Published 2024-03-05 45 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MAPA results

Downloads

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Last 30 days 2.857 -52%
Last 90 days 11.669 +21%
Last 365 days 41.258 -47%

Maintainer

Maintainer

Nikolaos Kourentzes

nikolaos@kourentzes.com

Authors

Nikolaos Kourentzes

aut / cre

Fotios Petropoulos

aut

Material

README
NEWS
ChangeLog
Reference manual
Package source

In Views

TimeSeries

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MAPA archive

Depends

forecast ≥ 5.3
parallel
RColorBrewer
smooth ≥ 4.0.0

Reverse Imports

tsintermittent
tsutils