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Model identification and data analysis / / Sergio Bittanti



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Autore: Bittanti Sergio Visualizza persona
Titolo: Model identification and data analysis / / Sergio Bittanti Visualizza cluster
Pubblicazione: Hoboken, NJ : , : Wiley, , [2019]
©2019
Edizione: 1st edition
Descrizione fisica: 1 online resource (419 pages)
Disciplina: 003.1
Soggetto topico: System identification - Mathematical models
Quantitative research
Soggetto genere / forma: Electronic books.
Sommario/riassunto: This book is about constructing models from experimental data. It covers a range of topics, from statistical data prediction to Kalman filtering, from black-box model identification to parameter estimation, from spectral analysis to predictive control. Written for graduate students, this textbook offers an approach that has proven successful throughout the many years during which its author has taught these topics at his University. The book: Contains accessible methods explained step-by-step in simple terms Offers an essential tool useful in a variety of fields, especially engineering, statistics, and mathematics Includes an overview on random variables and stationary processes, as well as an introduction to discrete time models and matrix analysis Incorporates historical commentaries to put into perspective the developments that have brought the discipline to its current state Provides many examples and solved problems to complement the presentation and facilitate comprehension of the techniques presented
Titolo autorizzato: Model identification and data analysis  Visualizza cluster
ISBN: 1-119-54640-0
1-119-54641-9
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910467394603321
Lo trovi qui: Univ. Federico II
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