Time Series Analysis and Its Applications Shumway Robert H.
Time Series Analysis and Its Applications Shumway Robert H. The fourth edition of this popular graduate textbook, like its predecessors, presents a balanced and comprehensive treatment of both time…
Specifikacia Time Series Analysis and Its Applications Shumway Robert H.
Time Series Analysis and Its Applications Shumway Robert H.
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. Some parts may also serve as an undergraduate introductory course. 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 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.
In addition to coverage of classical methods of time series regression, ARIMA models, spectral analysis and state-space models, the Theory and methodology are separated to allow presentations on different levels.
Practical Time Series Analysis
Real Analysis and Applications