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Mutliple Aggregation Prediction Algorithm (MAPA)

Development repository for the MAPA package for R. Stable version can be found at: https://cran.r-project.org/web/packages/MAPA/index.html

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.

More details can be found at: http://tinyurl.com/mapa-paper

To install use:

if (!require("devtools")){install.packages("devtools")}

devtools::install_github("trnnick/mapa")

Happy forecasting!

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Version

Install

install.packages('MAPA')

Monthly Downloads

1,845

Version

2.0.7

License

GPL (>= 2)

Last Published

March 5th, 2024

Functions in MAPA (2.0.7)

plot.mapa.fit

Produce estimated MAPA fit plot
admissions

Total Non-elective G&A Admissions (FFCEs)
mapacalc

MAPA Internal Calculation of Forecasts
mapasimple

MAPA Single Origin Forecast (Wrapper)
tsaggr

Non-overlapping temporal aggregation
mapa

Multiple Aggregation Prediction Algorithm (Wrapper)
mapafor

MAPA Forecast
mapaest

MAPA Estimation