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]

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

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7 exports 16 stars 4.49 score 57 dependencies 22 dependents 13 mentions 28 scripts 3.3k downloads

Last updated 10 months agofrom:e3c3bb42be. Checks:OK: 3 WARNING: 4. Indexed: yes.

Exports:mapamapacalcmapaestmapaformapasimpleplotmapatsaggr

Dependencies:askpassclicolorspacecurlfansifarverforecastfracdiffgenericsggplot2gluegreyboxgtablehttrisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmimemunsellnlmenloptrnnetopensslpillarpkgconfigpracmaquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangscalessmoothstatmodsystexregtibbletimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtablextszoo