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-4.4-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)
MAPA_2.0.6.tgz(r-4.4-emscripten)MAPA_2.0.6.tgz(r-4.3-emscripten)
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'))

Peer review:

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

Datasets:

On CRAN:

7.45 score 16 stars 21 packages 33 scripts 1.7k downloads 13 mentions 7 exports 57 dependencies

Last updated 1 years agofrom:e3c3bb42be. Checks:OK: 1 WARNING: 4 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 11 2024
R-4.5-winWARNINGNov 11 2024
R-4.5-linuxWARNINGNov 11 2024
R-4.4-winWARNINGNov 11 2024
R-4.4-macWARNINGNov 11 2024
R-4.3-winNOTENov 11 2024
R-4.3-macNOTENov 11 2024

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecurlfansifarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmimemunsellnlmenloptrnnetopensslpillarpkgconfigpracmaquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangscalessmoothstatmodsystexregtibbletimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtablextszoo