Using component series from a given time series, we are able to demonstrate forecasting ability with none of the requirements of the traditional ARMA method, while strictly adhering to the definition of an autoregressive model. We also propose a new test for seasonality using coefficient of...

This note serves as a hands-on supplement to: Viole, F. and Nawrocki, D. (2012), "Deriving Nonlinear Correlation Coefficients from Partial Moments" "https://ssrn.com/abstract=2148522" https://ssrn.com/abstract=2148522