Package: MAPA 2.0.6

MAPA: Multiple Aggregation Prediction Algorithm

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>.

Authors:Nikolaos Kourentzes [aut, cre], Fotios Petropoulos [aut]

MAPA_2.0.6.tar.gz
MAPA_2.0.6.zip(r-4.7)MAPA_2.0.6.zip(r-4.6)MAPA_2.0.6.zip(r-4.5)
MAPA_2.0.6.tgz(r-4.6-any)MAPA_2.0.6.tgz(r-4.5-any)
MAPA_2.0.6.tar.gz(r-4.7-any)MAPA_2.0.6.tar.gz(r-4.6-any)
MAPA_2.0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
MAPA/json (API)

# Install 'MAPA' in R:
install.packages('MAPA', repos = c('https://trnnick.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/trnnick/mapa/issues

Datasets:

On CRAN:

Conda:

7.71 score 15 stars 24 packages 83 scripts 1.1k downloads 13 mentions 7 exports 46 dependencies

Last updated from:e3c3bb42be. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING290
source / vignettesOK225
linux-release-x86_64WARNING189
macos-release-arm64WARNING90
macos-oldrel-arm64WARNING129
windows-develWARNING196
windows-releaseWARNING187
windows-oldrelWARNING125
wasm-releaseOK146

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecpp11curlfarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSmimenlmenloptrnnetopensslpracmaR6RColorBrewerRcppRcppArmadillorlangS7scalessmoothstatmodsystexregtimeDateurcavctrsviridisLitewithrxtablezoo