Ewnet: An Ensemble Wavelet Neural Network for Forecasting and Epicasting

Method and tool for generating time series forecasts using an ensemble wavelet-based auto-regressive neural network architecture. This method provides additional support of exogenous variables and also generates confidence interval. This package provides EWNet model for time series forecasting based on the algorithm by Panja, et al. (2022) and Panja, et al. (2023) .


Reference manual

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install.packages("epicasting")

0.1.0 by Tanujit Chakraborty, 4 years ago


Browse source code at https://github.com/cran/epicasting


Authors: Madhurima Panja [aut] , Tanujit Chakraborty [aut, cre, cph]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports forecast, Metrics, stats, wavelets

Depends on datasets

Suggests ggplot2


See at CRAN