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-any)MAPA_2.0.6.zip(r-4.6-any)MAPA_2.0.6.zip(r-4.5-any)
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:

7.72 score 15 stars 25 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_64WARNING203
source / vignettesOK192
linux-release-x86_64WARNING178
macos-release-arm64WARNING177
macos-oldrel-arm64WARNING156
windows-develWARNING99
windows-releaseWARNING105
windows-oldrelWARNING99
wasm-releaseOK140

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecpp11curlfarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSmimenlmenloptrnnetopensslpracmaR6RColorBrewerRcppRcppArmadillorlangS7scalessmoothstatmodsystexregtimeDateurcavctrsviridisLitewithrxtablezoo