# Numerical Bayesian Methods Applied to Signal Processing (Statistics and Computing)

## Joseph J.K. O Ruanaidh; William J. Fitzgerald

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Reseña del editor:

This book is concerned with the processing of signals that have been sam­ pled and digitized. The fundamental theory behind Digital Signal Process­ ing has been in existence for decades and has extensive applications to the fields of speech and data communications, biomedical engineering, acous­ tics, sonar, radar, seismology, oil exploration, instrumentation and audio signal processing to name but a few [87]. The term "Digital Signal Processing", in its broadest sense, could apply to any operation carried out on a finite set of measurements for whatever purpose. A book on signal processing would usually contain detailed de­ scriptions of the standard mathematical machinery often used to describe signals. It would also motivate an approach to real world problems based on concepts and results developed in linear systems theory, that make use of some rather interesting properties of the time and frequency domain representations of signals. While this book assumes some familiarity with traditional methods the emphasis is altogether quite different. The aim is to describe general methods for carrying out optimal signal processing.

Reseña del editor:

This book is concerned with the processing of signals that have been sampled and digitized. The authors present algorithms for the optimization, random simulation, and numerical integration of probability densities for applications of Bayesian inference to signal processing. In particular, methods are developed for the computation of marginal densities and evidence, and are applied to previously intractable problems either involving large numbers of parameters or where the signal model is of a complex form. The emphasis is on the applications of these methods notably to the restoration of digital audio recordings and biomedical data. After a chapter which sets out the main principles of Bayesian inference applied to signal processing, subsequent chapters cover numerical approaches to these techniques, the use of Markov chain Monte Carlo methods, the identification of abrupt changes in data using the Bayesian piecewise linear model, and identifying missing samples in digital audio signals.

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## 1.Numerical Bayesian Methods Applied to Signal Processing (Paperback)

Editorial: Springer-Verlag New York Inc., United States (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer-Verlag New York Inc., United States, 2012. Paperback. Estado de conservación: New. 231 x 155 mm. Language: English . Brand New Book ***** Print on Demand *****.This book is concerned with the processing of signals that have been sam- pled and digitized. The fundamental theory behind Digital Signal Process- ing has been in existence for decades and has extensive applications to the fields of speech and data communications, biomedical engineering, acous- tics, sonar, radar, seismology, oil exploration, instrumentation and audio signal processing to name but a few [87]. The term Digital Signal Processing , in its broadest sense, could apply to any operation carried out on a finite set of measurements for whatever purpose. A book on signal processing would usually contain detailed de- scriptions of the standard mathematical machinery often used to describe signals. It would also motivate an approach to real world problems based on concepts and results developed in linear systems theory, that make use of some rather interesting properties of the time and frequency domain representations of signals. While this book assumes some familiarity with traditional methods the emphasis is altogether quite different. The aim is to describe general methods for carrying out optimal signal processing. Softcover reprint of the original 1st ed. 1996. Nº de ref. de la librería AAV9781461268802

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## 2.Numerical Bayesian Methods Applied to Signal Processing

Editorial: Springer-Verlag New York Inc. (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer-Verlag New York Inc., 2012. PAP. Estado de conservación: New. New Book. Delivered from our UK warehouse in 3 to 5 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. de la librería LQ-9781461268802

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## 3.Numerical Bayesian Methods Applied to Signal Processing

Editorial: Springer (2016)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer, 2016. Paperback. Estado de conservación: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Nº de ref. de la librería ria9781461268802_lsuk

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## 4.Numerical Bayesian Methods Applied to Signal Processing (Paperback)

Editorial: Springer-Verlag New York Inc., United States (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer-Verlag New York Inc., United States, 2012. Paperback. Estado de conservación: New. 231 x 155 mm. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. This book is concerned with the processing of signals that have been sam- pled and digitized. The fundamental theory behind Digital Signal Process- ing has been in existence for decades and has extensive applications to the fields of speech and data communications, biomedical engineering, acous- tics, sonar, radar, seismology, oil exploration, instrumentation and audio signal processing to name but a few [87]. The term Digital Signal Processing , in its broadest sense, could apply to any operation carried out on a finite set of measurements for whatever purpose. A book on signal processing would usually contain detailed de- scriptions of the standard mathematical machinery often used to describe signals. It would also motivate an approach to real world problems based on concepts and results developed in linear systems theory, that make use of some rather interesting properties of the time and frequency domain representations of signals. While this book assumes some familiarity with traditional methods the emphasis is altogether quite different. The aim is to describe general methods for carrying out optimal signal processing. Softcover reprint of the original 1st ed. 1996. Nº de ref. de la librería LIE9781461268802

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## 5.Numerical Bayesian Methods Applied to Signal Processing (Paperback)

Editorial: Springer-Verlag New York Inc., United States (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer-Verlag New York Inc., United States, 2012. Paperback. Estado de conservación: New. 231 x 155 mm. Language: English . Brand New Book ***** Print on Demand *****. This book is concerned with the processing of signals that have been sam- pled and digitized. The fundamental theory behind Digital Signal Process- ing has been in existence for decades and has extensive applications to the fields of speech and data communications, biomedical engineering, acous- tics, sonar, radar, seismology, oil exploration, instrumentation and audio signal processing to name but a few [87]. The term Digital Signal Processing , in its broadest sense, could apply to any operation carried out on a finite set of measurements for whatever purpose. A book on signal processing would usually contain detailed de- scriptions of the standard mathematical machinery often used to describe signals. It would also motivate an approach to real world problems based on concepts and results developed in linear systems theory, that make use of some rather interesting properties of the time and frequency domain representations of signals. While this book assumes some familiarity with traditional methods the emphasis is altogether quite different. The aim is to describe general methods for carrying out optimal signal processing. Softcover reprint of the original 1st ed. 1996. Nº de ref. de la librería AAV9781461268802

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## 6.Numerical Bayesian Methods Applied to Signal Processing

Editorial: Springer-Verlag New York Inc. (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer-Verlag New York Inc., 2012. PAP. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. de la librería IQ-9781461268802

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## 7.Numerical Bayesian Methods Applied to Signal Processing

Editorial: Springer (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Herb Tandree Philosophy Books
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Descripción Springer, 2012. Paperback. Estado de conservación: NEW. 9781461268802 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0406580

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## 8.Numerical Bayesian Methods Applied to Signal Processing (Statistics and Computing)

Editorial: Springer (2013)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer, 2013. Estado de conservación: New. This item is printed on demand for shipment within 3 working days. Nº de ref. de la librería LP9781461268802

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## 9.Numerical Bayesian Methods Applied to Signal Processing

Editorial: Springer
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer. Paperback. Estado de conservación: New. Paperback. 244 pages. Dimensions: 9.1in. x 6.1in. x 0.6in.This book is concerned with the processing of signals that have been sam pled and digitized. The fundamental theory behind Digital Signal Process ing has been in existence for decades and has extensive applications to the fields of speech and data communications, biomedical engineering, acous tics, sonar, radar, seismology, oil exploration, instrumentation and audio signal processing to name but a few 87. The term Digital Signal Processing, in its broadest sense, could apply to any operation carried out on a finite set of measurements for whatever purpose. A book on signal processing would usually contain detailed de scriptions of the standard mathematical machinery often used to describe signals. It would also motivate an approach to real world problems based on concepts and results developed in linear systems theory, that make use of some rather interesting properties of the time and frequency domain representations of signals. While this book assumes some familiarity with traditional methods the emphasis is altogether quite different. The aim is to describe general methods for carrying out optimal signal processing. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Nº de ref. de la librería 9781461268802

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## 10.Numerical Bayesian Methods Applied to Signal Processing (Statistics and Computing)

Editorial: Springer (2012)
ISBN 10: 146126880X ISBN 13: 9781461268802
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Descripción Springer, 2012. Paperback. Estado de conservación: New. book. Nº de ref. de la librería 146126880X

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