Real-world time series rarely satisfy simple assumptions often exhibiting long-range dependence. Ignoring this undermines accurate detection of trends and other important behavior. This text for graduate students and researchers in statistics and Probability is also a reference for specialists in fields such as economics finance and Hydrology.
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