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Universal Coding And Order Identification By Model Selection Methods
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Book Synopsis Universal Coding and Order Identification by Model Selection Methods by : Élisabeth Gassiat
Download or read book Universal Coding and Order Identification by Model Selection Methods written by Élisabeth Gassiat and published by Springer. This book was released on 2018-07-28 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of these notes is to highlight the far-reaching connections between Information Theory and Statistics. Universal coding and adaptive compression are indeed closely related to statistical inference concerning processes and using maximum likelihood or Bayesian methods. The book is divided into four chapters, the first of which introduces readers to lossless coding, provides an intrinsic lower bound on the codeword length in terms of Shannon’s entropy, and presents some coding methods that can achieve this lower bound, provided the source distribution is known. In turn, Chapter 2 addresses universal coding on finite alphabets, and seeks to find coding procedures that can achieve the optimal compression rate, regardless of the source distribution. It also quantifies the speed of convergence of the compression rate to the source entropy rate. These powerful results do not extend to infinite alphabets. In Chapter 3, it is shown that there are no universal codes over the class of stationary ergodic sources over a countable alphabet. This negative result prompts at least two different approaches: the introduction of smaller sub-classes of sources known as envelope classes, over which adaptive coding may be feasible, and the redefinition of the performance criterion by focusing on compressing the message pattern. Finally, Chapter 4 deals with the question of order identification in statistics. This question belongs to the class of model selection problems and arises in various practical situations in which the goal is to identify an integer characterizing the model: the length of dependency for a Markov chain, number of hidden states for a hidden Markov chain, and number of populations for a population mixture. The coding ideas and techniques developed in previous chapters allow us to obtain new results in this area. This book is accessible to anyone with a graduate level in Mathematics, and will appeal to information theoreticians and mathematical statisticians alike. Except for Chapter 4, all proofs are detailed and all tools needed to understand the text are reviewed.
Book Synopsis Adaptive Signal Processing by : L.D. Davisson
Download or read book Adaptive Signal Processing written by L.D. Davisson and published by Springer. This book was released on 2014-05-04 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four chapters of this volume, written by prominent workers in the field of adaptive processing and linear prediction, address a variety of problems, ranging from adaptive source coding to autoregressive spectral estimation. The first chapter, by T.C. Butash and L.D. Davisson, formulates the performance of an adaptive linear predictor in a series of theorems, with and without the Gaussian assumption, under the hypothesis that its coefficients are derived from either the (single) observation sequence to be predicted (dependent case) or a second, statistically independent realisation (independent case). The contribution by H.V. Poor reviews three recently developed general methodologies for designing signal predictors under nonclassical operating conditions, namely the robust predictor, the high-speed Levinson modeling, and the approximate conditional mean nonlinear predictor. W. Wax presents the key concepts and techniques for detecting, localizing and beamforming multiple narrowband sources by passive sensor arrays. Special coding algorithms and techniques based on the use of linear prediction now permit high-quality voice reproduction at remorably low bit rates. The paper by A. Gersho reviews some of the main ideas underlying the algorithms of major interest today.
Book Synopsis Academic Press Library in Signal Processing by : Mats Viberg
Download or read book Academic Press Library in Signal Processing written by Mats Viberg and published by Academic Press. This book was released on 2013-08-31 with total page 1013 pages. Available in PDF, EPUB and Kindle. Book excerpt: This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved - Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing - Presents core principles and shows their application - Reference content on core principles, technologies, algorithms and applications - Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge - Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic
Book Synopsis Structure Selection of Stochastic Dynamic Systems by : Sandor M. Veres
Download or read book Structure Selection of Stochastic Dynamic Systems written by Sandor M. Veres and published by CRC Press. This book was released on 1991-01-01 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a reliable review on structure selection of stochastic dynamic systems using information criteria AIC, BIC, o and stochastic complexity. After theoretical investigations many simulations are estimators, which illustrate both the effectiveness and the limitations of these methods. The reader can gain his or her own experience on the"working" of many methods (associated with different parameter estimators) using the demonstration disk which can be run on most IBM-compatible personal computers. The book will be helpful to anybody interested in applying automated methods of model-structure selection inn control engineering, in time series analysis or in signal processing.
Book Synopsis Network Management and Security by : International Engineering Consortium
Download or read book Network Management and Security written by International Engineering Consortium and published by Intl. Engineering Consortiu. This book was released on 2006 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thorough, detailed look into the world of the telecommunications, the internet, and information industries and their relation to networks and security, global specialists have come together in this volume to reveal their ideas on related topics. This reference includes notable discussions on the design of telecommunications networks, information management, network inventory, security policy and quality, and internet tomography and statistics.
Book Synopsis Artificial Higher Order Neural Networks for Economics and Business by : Zhang, Ming
Download or read book Artificial Higher Order Neural Networks for Economics and Business written by Zhang, Ming and published by IGI Global. This book was released on 2008-07-31 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is the first book to provide opportunities for millions working in economics, accounting, finance and other business areas education on HONNs, the ease of their usage, and directions on how to obtain more accurate application results. It provides significant, informative advancements in the subject and introduces the HONN group models and adaptive HONNs"--Provided by publisher.
Book Synopsis The Minimum Description Length Principle by : Peter D. Grünwald
Download or read book The Minimum Description Length Principle written by Peter D. Grünwald and published by MIT Press. This book was released on 2007 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to the MDL Principle provides a reference accessible to graduate students and researchers in statistics, pattern classification, machine learning, and data mining, to philosophers interested in the foundations of statistics, and to researchers in other applied sciences that involve model selection.
Download or read book NASA Tech Briefs written by and published by . This book was released on 1994 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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Download or read book Proceedings written by and published by . This book was released on 1983 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Twenty-First Century Psycholinguistics by : Anne Cutler
Download or read book Twenty-First Century Psycholinguistics written by Anne Cutler and published by Routledge. This book was released on 2017-09-25 with total page 846 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psycholinguistics is an interdisciplinary field, and hence relationships are at its heart. First and foremost is the relationship between its two parent disciplines, psychology and linguistics, a relationship which has changed and advanced over the half century of the field's independent existence. At the beginning of the 21st Century, psycholinguistics forms part of the rapidly developing enterprise known as cognitive neuroscience, in which the relationship between biology and behavior plays a central role. Psycholinguistics is about language in communication, so that the relationship between language production and comprehension has always been important, and as psycholinguistics is an experimental discipline, it is likewise essential to find the right relationship between model and experiment. This book focuses in turn on each of these four cornerstone relationships: Psychology and Linguistics, Biology and Behavior, Production and Comprehension, and Model and Experiment. The authors are from different disciplinary backgrounds, but share a commitment to clarify the ways that their research illuminates the essential nature of the psycholinguistic enterprise.
Book Synopsis Advances in Minimum Description Length by : Peter D. Grünwald
Download or read book Advances in Minimum Description Length written by Peter D. Grünwald and published by MIT Press. This book was released on 2005 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: A source book for state-of-the-art MDL, including an extensive tutorial and recent theoretical advances and practical applications in fields ranging from bioinformatics to psychology.
Book Synopsis Sixth International Conference on Digital Satellite Communications by :
Download or read book Sixth International Conference on Digital Satellite Communications written by and published by . This book was released on 1983 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Molecular Technology, Volume 2 by : Hisashi Yamamoto
Download or read book Molecular Technology, Volume 2 written by Hisashi Yamamoto and published by John Wiley & Sons. This book was released on 2018-12-10 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by foremost leaders in chemical research together with a number of distinguished international authors, Volume 2 presents the most important and promising recent chemical developments in life sciences, neatly summarized in one book. Interdisciplinary and application-oriented, this ready reference focuses on methods and processes with a high practical aspect, covering new trends in drug delivery, in-vivo analysis, structure formation and much more. Of great interest to chemists and life scientists in academia and industry.
Book Synopsis Official Gazette of the United States Patent and Trademark Office by : United States. Patent and Trademark Office
Download or read book Official Gazette of the United States Patent and Trademark Office written by United States. Patent and Trademark Office and published by . This book was released on 2000 with total page 1468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Computers in Engineering written by and published by . This book was released on 1986 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :United States. Congress. Senate. Select Committee on Nutrition and Human Needs Publisher : ISBN 13 : Total Pages :1500 pages Book Rating :4.:/5 (36 download)
Book Synopsis Hearings, Reports and Prints of the Senate Select Committee on Nutrition and Human Needs by : United States. Congress. Senate. Select Committee on Nutrition and Human Needs
Download or read book Hearings, Reports and Prints of the Senate Select Committee on Nutrition and Human Needs written by United States. Congress. Senate. Select Committee on Nutrition and Human Needs and published by . This book was released on 1974 with total page 1500 pages. Available in PDF, EPUB and Kindle. Book excerpt:
