Recursive Estimation and Time-Series Analysis : An Introduction for the Student and Practitioner
This is a revised version of the 1984 book of the same name but considerably modified and enlarged to accommodate the developments in recursive estimation and time series analysis that have occurred over the last quarter century. Also over this time, the CAPTAIN Toolbox for recursive estimation and...
שמור ב:
| מחבר ראשי: | |
|---|---|
| פורמט: | Livre numérique |
| שפה: | Anglais |
| יצא לאור: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2011.
Cham : Springer Nature |
| גישה מקוונת: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| הערה: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Recursive Estimation and Time-Series Analysis, Texte imprimé, 9783642219801 • Recursive Estimation and Time-Series Analysis, Texte imprimé, 9783642219825 • Recursive Estimation and Time-Series Analysis, Texte imprimé, 9783642441295 |
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| 008 | 111115s2011 xx ||| |||| 00| 0 eng d | ||
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| 020 | |a 9783642219818 | ||
| 041 | 0 | |a eng | |
| 082 | |a 629.8 | ||
| 100 | 1 | |a Young, Peter C., |d 1939- | |
| 245 | 1 | 0 | |a Recursive Estimation and Time-Series Analysis : |b An Introduction for the Student and Practitioner |c by Peter C. Young. |
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c 2011. | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Introduction -- Part I Recursive Estimation of Parameters in Linear Regression Models -- Recursive Estimation: A Simple Tutorial Introduction -- Recursive Least Squares Estimation -- Recursive Estimation of Time Variable Parameters in Regression Models -- Unobserved Component Models -- Part II Recursive Estimation of Parameters in Transfer Function Models -- Transfer Function Models and the Limitations of Recursive Least Squares -- Optimal Identification and Estimation of Discrete-Time Transfer Function Models -- Optimal Identification and Estimarization of Continuous-Time Transfer Function Models -- Identification of TF models in Closed-Loop -- Real-Time Recursive Parameter Estimation -- Part III Other Topics -- State-Dependent Parameter Estimation -- Data-Based Mechanistic (DBM) modeling. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This is a revised version of the 1984 book of the same name but considerably modified and enlarged to accommodate the developments in recursive estimation and time series analysis that have occurred over the last quarter century. Also over this time, the CAPTAIN Toolbox for recursive estimation and time series analysis has been developed by my colleagues and I at Lancaster, for use in the MatlabTM software environment (see Appendix G). Consequently, the present version of the book is able to exploit the many computational routines that are contained in this widely available Toolbox, as well as some of the other routines in MatlabTM and its other toolboxes. The book is an introductory one on the topic of recursive estimation and it demonstrates how this approach to estimation, in its various forms, can be an impressive aid to the modelling of stochastic, dynamic systems. It is intended for undergraduate or Masters students who wish to obtain a grounding in this subject; or for practitioners in industry who may have heard of topics dealt with in this book and, while they want to know more about them, may have been deterred by the rather esoteric nature of some books in this challenging area of study. | ||
| 776 | 0 | |t Recursive Estimation and Time-Series Analysis |b Texte imprimé |z 9783642219801 | |
| 776 | 0 | |t Recursive Estimation and Time-Series Analysis |b Texte imprimé |z 9783642219825 | |
| 776 | 0 | |t Recursive Estimation and Time-Series Analysis |b Texte imprimé |z 9783642441295 | |
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| 997 | |0 973468 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||