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Time series are data observed over time (either in continuous time or at discrete time periods).

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All functions in the forecast package search for the best model according to some evaluation metric (this is usually either AIC, BIC, or AICc). For example, auto.arima essentially performs grid search …
answered Jul 7 '16 by achompas