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Nonlinear Blind Source Separation and Blind Mixture Identification

Yannick Deville, Leonardo Tomazeli Duarte, Shahram Hosseini
Springer International Publishing
53.49 € · Paperback

Blind source separation Blind mixture identification Nonlinear mixture Bilinear mixture Linear-quadratic mixture Polynomial mixture Independent component analysis Sparse component analysis

This book provides a detailed survey of the methods that were recently developed to handle advanced versions of the blind source separation problem, which involve several types of nonlinear mixtures. Another attractive feature of the book is that it is based on a coherent framework. More precisely, ...

Nonlinear Blind Source Separation and Blind Mixture Identification

Yannick Deville, Leonardo Tomazeli Duarte, Shahram Hosseini
Springer International Publishing
53.49 € · eBook

Blind source separation Blind mixture identification Nonlinear mixture Bilinear mixture Linear-quadratic mixture Polynomial mixture Independent component analysis Sparse component analysis

This book provides a detailed survey of the methods that were recently developed to handle advanced versions of the blind source separation problem, which involve several types of nonlinear mixtures. Another attractive feature of the book is that it is based on a coherent framework. More precisely, ...

Probiotics and Prebiotics in Pediatrics

MDPI
€ · Paperback

sparse robust divergence MM algorithm Bregman divergence generalized linear model local-polynomial regression model check nonparametric test quasi-likelihood semiparametric model Wald statistic composite likelihood maximum composite likelihood estimator Wald test statistic

This book presents new and original research in Statistical Information Theory, based on minimum divergence estimators and test statistics, from a theoretical and applied point of view, for different statistical problems with special emphasis on efficiency and robustness. Divergence statistics, base...

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