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:

7.75 score 15 stars 25 packages 85 scripts 1.2k downloads 13 mentions 7 exports 46 dependencies

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

TargetResultTimeFilesSyslog
linux-develWARNING192
source / vignettesOK262
linux-releaseWARNING180
macos-releaseWARNING145
macos-oldrelWARNING207
windows-develWARNING104
windows-releaseWARNING108
windows-oldrelWARNING95
wasm-releaseOK161

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecpp11curlfarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSmimenlmenloptrnnetopensslpracmaR6RColorBrewerRcppRcppArmadillorlangS7scalessmoothstatmodsystexregtimeDateurcavctrsviridisLitewithrxtablezoo