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Author: Andres M. Kowalski, Raul D. Rossignoli and Evaldo M. F. Curado
Publisher: Bentham Science Publishers
ISBN: 1608057607
Category : Science
Languages : en
Pages : 432
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Book Description
Since the introduction of the information measure widely known as Shannon entropy, quantifiers based on information theory and concepts such as entropic forms and statistical complexities have proven to be useful in diverse scientific research fields. This book contains introductory tutorials suitable for the general reader, together with chapters dedicated to the basic concepts of the most frequently employed information measures or quantifiers and their recent applications to different areas, including physics, biology, medicine, economics, communication and social sciences. As these quantifiers are powerful tools for the study of general time and data series independently of their sources, this book will be useful to all those doing research connected with information analysis. The tutorials in this volume are written at a broadly accessible level and readers will have the opportunity to acquire the knowledge necessary to use the information theory tools in their field of interest.
Author: Andres M. Kowalski, Raul D. Rossignoli and Evaldo M. F. Curado
Publisher: Bentham Science Publishers
ISBN: 1608057607
Category : Science
Languages : en
Pages : 432
Get Book Here
Book Description
Since the introduction of the information measure widely known as Shannon entropy, quantifiers based on information theory and concepts such as entropic forms and statistical complexities have proven to be useful in diverse scientific research fields. This book contains introductory tutorials suitable for the general reader, together with chapters dedicated to the basic concepts of the most frequently employed information measures or quantifiers and their recent applications to different areas, including physics, biology, medicine, economics, communication and social sciences. As these quantifiers are powerful tools for the study of general time and data series independently of their sources, this book will be useful to all those doing research connected with information analysis. The tutorials in this volume are written at a broadly accessible level and readers will have the opportunity to acquire the knowledge necessary to use the information theory tools in their field of interest.
Author: Andres M. Kowalski
Publisher:
ISBN: 9781608057610
Category : Science
Languages : en
Pages : 432
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Book Description
"Since the introduction of the information measure widely known as Shannon entropy, quantifiers based on information theory and concepts such as entropic forms and statistical complexities have proven to be useful in diverse scientific research fields. Thi"
Author:
Publisher: Elsevier
ISBN: 0443293295
Category : Mathematics
Languages : en
Pages : 828
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Book Description
Probability Models, Volume 51 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on Stein's methods, Probabilities and thermodynamics third law, Random Matrix Theory, General tools for understanding fluctuations of random variables, An approximation scheme to compute the Fisher-Rao distance between multivariate normal distributions, Probability Models Applied to Reliability and Availability Engineering, Backward stochastic differential equation– Stochastic optimization theory and viscous solution of HJB equation, and much more.Additional chapters cover Probability Models in Machine Learning, The recursive stochastic algorithm, randomized urn models and response-adaptive randomization in clinical trials, Random matrix theory: local laws and applications, KOO methods and their high-dimensional consistencies in some multivariate models, Fourteen Lectures on Inference for Stochastic Processes, and A multivariate cumulative damage model and some applications. - Provides the latest information on probability models - Offers outstanding and original reviews on a range of probability models research topics - Serves as an indispensable reference for researchers and students alike
Author: Constantino Tsallis
Publisher: Springer Nature
ISBN: 3030795691
Category : Science
Languages : en
Pages : 575
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Book Description
This book focuses on nonextensive statistical mechanics, a current generalization of Boltzmann-Gibbs (BG) statistical mechanics. Conceived nearly 150 years ago by Maxwell, Boltzmann and Gibbs, the BG theory, one of the greatest monuments of contemporary physics, exhibits many impressive successes in physics, chemistry, mathematics, and computational sciences. Presently, several thousands of publications by scientists around the world have been dedicated to its nonextensive generalization. A variety of applications have emerged in complex systems and its mathematical grounding is by now well advanced. Since the first edition release thirteen years ago, there has been a vast amount of new results in the field, all of which have been incorporated in this comprehensive second edition. Heavily revised and updated with new sections and figures, the second edition remains the go-to text on the subject. A pedagogical introduction to the BG theory concepts and their generalizations – nonlinear dynamics, extensivity of the nonadditive entropy, global correlations, generalization of the standard CLT’s, complex networks, among others – is presented in this book, as well as a selection of paradigmatic applications in various sciences together with diversified experimental verifications of some of its predictions. Introduction to Nonextensive Statistical Mechanics is suitable for students and researchers with an interest in complex systems and statistical physics.
Author: Junping Qiu
Publisher: Springer
ISBN: 981104032X
Category : Business & Economics
Languages : en
Pages : 452
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Book Description
This book provides an accessible introduction to the history, theory and techniques of informetrics. Divided into 14 chapters, it develops the content system of informetrics from the theory, methods and applications; systematically analyzes the six basic laws and the theory basis of informetrics and presents quantitative analysis methods such as citation analysis and computer-aided analysis. It also discusses applications in information resource management, information and library science, science of science, scientific evaluation and the forecast field. Lastly, it describes a new development in informetrics- webometrics. Providing a comprehensive overview of the complex issues in today's environment, this book is a valuable resource for all researchers, students and practitioners in library and information science.
Author: Karl H. Pribram
Publisher: Psychology Press
ISBN: 113499785X
Category : Psychology
Languages : en
Pages : 577
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Book Description
This 5th volume of the Appalachian Conference discusses how the brain processes information, the role of memory and value, and models of creativity. It pursues aspects of cognitive neuroscience and behavioral neurodynamics, such as the topic of values and quantum-distributed processing in the brain.
Author:
Publisher:
ISBN:
Category : Labor productivity
Languages : en
Pages : 76
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Book Description
Author: Gianfausto Salvadori
Publisher: Springer Science & Business Media
ISBN: 1402044151
Category : Science
Languages : en
Pages : 304
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Book Description
This book is about the theoretical and practical aspects of the statistics of Extreme Events in Nature. Most importantly, this is the first text in which Copulas are introduced and used in Geophysics. Several topics are fully original, and show how standard models and calculations can be improved by exploiting the opportunities offered by Copulas. In addition, new quantities useful for design and risk assessment are introduced.
Author: International Monetary Fund
Publisher: International Monetary Fund
ISBN: 1589064178
Category : Computers
Languages : en
Pages : 84
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Book Description
The IMF's work on data dissemination standards consists of two tiers: the General Data Dissemination System (GDDS), which applies to all IMF member countries, and the Special Data Dissemination Standard (SDDS), for those members having or seeking access to international capital markets. The GDDS framework provide governments with guidance on the overall development of the macroeconomic, financial, and sociodemographic data that are essential for policymaking and analysis in an environment that increasingly requires relevant, comprehensive, and accurate statistical data. This Guide explains the nature, objectives, and operation of the GDDS; the data dimensions it covers; and how countries participate. It provides national statistical authorities with a management tool and a framework to foster sound statistical methodology, professional data compilation, and data dissemination. The Guide supersedes the version updated in March 2002 and incorporates the UN Millennium Development Goals (MDGs) as specific elements of the GDDS sociodemographic component, which was articulated with the collaboration of the World Bank.
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 158
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Book Description
