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| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20140310143348.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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110802s2011 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783642219818 |
|
978-3-642-21981-8 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
629.8 |
| Edition number |
23 |
| 264 #1 - |
|---|
| -- |
Berlin, Heidelberg : |
| -- |
Springer Berlin Heidelberg, |
| -- |
2011. |
| 912 ## - |
|---|
| -- |
ZDB-2-ENG |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Young, Peter C. |
| Relator term |
author. |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Recursive Estimation and Time-Series Analysis |
| Medium |
[electronic resource] : |
| Remainder of title |
An Introduction for the Student and Practitioner / |
| Statement of responsibility, etc |
by Peter C. Young. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XVIII, 502p. 132 illus. |
| Other physical details |
online resource. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Engineering. |
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| Topical term or geographic name as entry element |
Distribution (Probability theory). |
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| Topical term or geographic name as entry element |
Vibration. |
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| Topical term or geographic name as entry element |
Telecommunication. |
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| Topical term or geographic name as entry element |
Engineering. |
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| Topical term or geographic name as entry element |
Control. |
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| Topical term or geographic name as entry element |
Probability Theory and Stochastic Processes. |
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| Topical term or geographic name as entry element |
Complex Networks. |
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| Topical term or geographic name as entry element |
Communications Engineering, Networks. |
|
|---|
| Topical term or geographic name as entry element |
Vibration, Dynamical Systems, Control. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Printed edition: |
| International Standard Book Number |
9783642219801 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-3-642-21981-8 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
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| Item type |
E-Book |
