Abstract

Presentation slides highlighting the forecasting technique NNS.ARMA using nonlinear nonparametric statistics in the R-package NNS. Explains the determination of seasonality using the coefficient of variance of subset series and the implementation of both linear and nonlinear regressions on the component series. Examples comparing performance against traditional ARMA methods as well as state of the art machine learning techniques.

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