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Nonparametric System Identification

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Hardcover

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Presenting a thorough overview of the theoretical foundations of non-parametric system identification for nonlinear block-oriented systems, this books shows that non-parametric regression can be successfully applied to system identification, and it highlights the achievements in doing so. With emphasis on Hammerstein, Wiener systems, and their multidimensional extensions, the authors show how to identify nonlinear subsystems and their characteristics when limited information exists. Algorithms using trigonometric, Legendre, Laguerre, and Hermite series are investigated, and the kernel algorithm, its semirecursive versions, and fully recursive modifications are covered. The theories of modern non-parametric regression, approximation, and orthogonal expansions, along with new approaches to system identification (including semiparametric identification), are provided. Detailed information about all tools used is provided in the appendices. This book is for researchers and practitioners in systems theory, signal processing, and communications and will appeal to researchers in fields like mechanics, economics, and biology, where experimental data are used to obtain models of systems.

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AR$239.290

55% OFF

AR$108.765

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Nonparametric System Identification

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Nonparametric System Identification

NONPARAMETRIC INFERENCE

Nonparametric Tests for Censored Data

Nonparametric Statistical Methods For Complete and Censored Data by M.M. Desu (2003-09-29)

Nonparametric Statistical Methods (Wiley Series in Probability and Statistics)

All of Nonparametric Statistics (Springer Texts in Statistics)

Bayesian Nonparametrics for Causal Inference and Missing Data (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Nonparametric Statistics: An Introduction (Quantitative Applications in the Social Sciences)

Nonparametric Statistical Methods Using R (Chapman & Hall/CRC Texts in Statistical Science)

Applied Nonparametric Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Fundamentals of Nonparametric Bayesian Inference (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 44)

Applied Nonparametric Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Practical Nonparametric Statistics

Bayesian Nonparametric Statistics: Theorems, Proofs, and Python Implementations (Computational Mathematics Library)

Nonparametric Statistics: A Step-by-Step Approach

Nonparametric Statistics for Health Care Research: Statistics for Small Samples and Unusual Distributions

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Nonparametric System Identification

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Productos Relacionados

Textbook of Parametric and Nonparametric Statistics

Nonparametric Statistical Methods

Nonparametric Statistical Methods and Related Topics: A Festschrift in Honor of Professor P. K. Bhattacharya on the Occasion of His 80th Birthday

An Introduction to Nonparametric Methods - Second Edition

Nonlinear Time Series: Nonparametric and Parametric Methods (Springer Series in Statistics)

Nonparametric System Identification

NONPARAMETRIC INFERENCE

Nonparametric Tests for Censored Data

Nonparametric Statistical Methods For Complete and Censored Data by M.M. Desu (2003-09-29)

Otros Productos

Nonparametric Statistical Methods (Wiley Series in Probability and Statistics)

All of Nonparametric Statistics (Springer Texts in Statistics)

Bayesian Nonparametrics for Causal Inference and Missing Data (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Nonparametric Statistics: An Introduction (Quantitative Applications in the Social Sciences)

Nonparametric Statistical Methods Using R (Chapman & Hall/CRC Texts in Statistical Science)

Applied Nonparametric Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Fundamentals of Nonparametric Bayesian Inference (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 44)

Applied Nonparametric Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Practical Nonparametric Statistics

Bayesian Nonparametric Statistics: Theorems, Proofs, and Python Implementations (Computational Mathematics Library)

Nonparametric Statistics: A Step-by-Step Approach

Nonparametric Statistics for Health Care Research: Statistics for Small Samples and Unusual Distributions

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