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Cambridge University Press Robust Statistics for Signal Processing
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Description
Understand the benefits of robust statistics for signal processing with this authoritative yet accessible text. The first ever book on the subject, it provides a comprehensive overview of the field, moving from fundamental theory through to important new results and recent advances. Topics covered include advanced robust methods for complex-valued data, robust covariance estimation, penalized regression models, dependent data, robust bootstrap, and tensors. Robustness issues are illustrated throughout using real-world examples and key algorithms are included in a MATLAB Robust Signal Processing Toolbox accompanying the book online, allowing the methods discussed to be easily applied and adapted to multiple practical situations. This unique resource provides a powerful tool for researchers and practitioners working in the field of signal processing.
Product Specifications
- Format
- hardcover
- ASIN
- 1107017416
- Domain
- Amazon UK
- Release Date
- 08 November 2018
- Listed Since
- 07 April 2018
Barcode
No barcode data available
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