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r-mapa

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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>.

Installation

To install this package, run one of the following:

Conda
$conda install ducorey::r-mapa

Usage Tracking

2.0.4
1 / 8 versions selected
Downloads (Last 6 months): 0

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Summary

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>.

Last Updated

Oct 24, 2018 at 19:34

License

GPL (>= 2)

Total Downloads

4

Supported Platforms

linux-64