Time series analysis is LEAST helpful in forecasting and predictive applications when the a. data forms trends, cyclical or seasonal patterns. Ob. data is sampled or measured at consistent intervals over time. c data is a random sample or measured at random Intervals over time. d.activities that generated measurements from the past are expected to continue in the future.

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