Finding the correct order for an ARMA(p,q) model based solely upon examination of the autocorrelatio

Finding the correct order for an ARMA(p,q) model based solely upon examination of the autocorrelation andpartial-autocorrelation plots may, at times, be extremely difficult. What other ways might one use to find thecorrect ARMA(p,q) model for a given time series? What data characteristics would one be looking for? Whatstatistical tools can be used in the model selection process?

 

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