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✨
card.svg |card.png
MAPA/json (API)
NEWS

# 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:

6.66 score 15 stars 24 packages 67 scripts 1.3k downloads 7 exports 46 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING166
source / vignettesOK198
linux-release-x86_64WARNING201
macos-release-arm64WARNING116
macos-oldrel-arm64WARNING114
windows-develWARNING112
windows-releaseWARNING98
windows-oldrelWARNING106
wasm-releaseOK158

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecpp11curlfarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSmimenlmenloptrnnetopensslpracmaR6RColorBrewerRcppRcppArmadillorlangS7scalessmoothstatmodsystexregtimeDateurcavctrsviridisLitewithrxtablezoo