PREDICTIONS BASED ON AUTO REGRESSION MODELS
Reviewed in the article is the class of auto regression and moving average ARMA(p, q) models to be used to describe stationary time series. Suggested is a series verification procedure to test the time invariance. Provided are fundamental principles of identification, estimation and prediction of the ARIMA model performance in the STATISTICA package.