Theory and methodology are separated to allow presentations on different levels. Some parts may also serve as an undergraduate introductory course. The book is designed as a textbook for graduate level students in the physical, biological, and social sciences and as a graduate level text in statistics. Numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and anthropogenic climate change, evaluating pain perception experiments using functional magnetic resonance imaging, and monitoring a nuclear test ban treaty. The fourth edition of this popular graduate textbook, like its predecessors, presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory.
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