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-4.5)MAPA_2.0.6.zip(r-4.4)MAPA_2.0.6.zip(r-4.3)
MAPA_2.0.6.tgz(r-4.5-any)MAPA_2.0.6.tgz(r-4.4-any)MAPA_2.0.6.tgz(r-4.3-any)
MAPA_2.0.6.tar.gz(r-4.5-noble)MAPA_2.0.6.tar.gz(r-4.4-noble)
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MAPA.pdf |MAPA.html✨
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:

7.63 score 16 stars 21 packages 38 scripts 2.2k downloads 13 mentions 7 exports 57 dependencies

Last updated 1 years agofrom:e3c3bb42be. Checks:3 OK, 6 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 11 2025
R-4.5-winWARNINGMar 11 2025
R-4.5-macWARNINGMar 11 2025
R-4.5-linuxWARNINGMar 11 2025
R-4.4-winWARNINGMar 11 2025
R-4.4-macWARNINGMar 11 2025
R-4.4-linuxWARNINGMar 11 2025
R-4.3-winOKMar 11 2025
R-4.3-macOKMar 11 2025

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecurlfansifarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmimemunsellnlmenloptrnnetopensslpillarpkgconfigpracmaquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangscalessmoothstatmodsystexregtibbletimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtablextszoo