Robust Statistics for Signal Processing
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Robust Statistics for Signal Processing
Ollila, Esa (Aalto University, Finland); Koivunen, Visa (Aalto University, Finland); Zoubir, Abdelhak M. (Technische Universitat, Darmstadt, Germany); Muma, Michael (Technische Universitat, Darmstadt, Germany)
Cambridge University Press
10/2018
250
Dura
Inglês
9781107017412
Pré-lançamento - envio 15 a 20 dias após a sua edição
Understand the benefits of robust statistics for signal processing using this unique and authoritative text.
1. Introduction and foundations; 2. Robust estimation: the linear regression model; 3. Robust penalized regression in the linear model; 4. Robust estimation of location and scatter (covariance) matrix; 5. Robustness in sensor array processing; 6. Tensor models and robust statistics; 7. Robust filtering; 8. Robust methods for dependent data; 9. Robust spectral estimation; 10. Robust bootstrap methods; 11. Real-life applications.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Understand the benefits of robust statistics for signal processing using this unique and authoritative text.
1. Introduction and foundations; 2. Robust estimation: the linear regression model; 3. Robust penalized regression in the linear model; 4. Robust estimation of location and scatter (covariance) matrix; 5. Robustness in sensor array processing; 6. Tensor models and robust statistics; 7. Robust filtering; 8. Robust methods for dependent data; 9. Robust spectral estimation; 10. Robust bootstrap methods; 11. Real-life applications.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
