An Introduction to Benford's Law

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9780691163062: An Introduction to Benford's Law

This book provides the first comprehensive treatment of Benford's law, the surprising logarithmic distribution of significant digits discovered in the late nineteenth century. Establishing the mathematical and statistical principles that underpin this intriguing phenomenon, the text combines up-to-date theoretical results with overviews of the law’s colorful history, rapidly growing body of empirical evidence, and wide range of applications.

An Introduction to Benford’s Law begins with basic facts about significant digits, Benford functions, sequences, and random variables, including tools from the theory of uniform distribution. After introducing the scale-, base-, and sum-invariance characterizations of the law, the book develops the significant-digit properties of both deterministic and stochastic processes, such as iterations of functions, powers of matrices, differential equations, and products, powers, and mixtures of random variables. Two concluding chapters survey the finitely additive theory and the flourishing applications of Benford’s law.

Carefully selected diagrams, tables, and close to 150 examples illuminate the main concepts throughout. The text includes many open problems, in addition to dozens of new basic theorems and all the main references. A distinguishing feature is the emphasis on the surprising ubiquity and robustness of the significant-digit law. This text can serve as both a primary reference and a basis for seminars and courses.

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From the Inside Flap:


"This comprehensive book is a gem from an academic research perspective. Researchers in the field need now just look in one place for the mathematical foundations of Benford's law."--Mark J. Nigrini, author of Benford's Law: Applications for Forensic Accounting, Auditing, and Fraud Detection


"This book will become a standard reference on Benford's law. It brings together many results that are currently scattered among several different formats, including some very recent findings. The presentation is accessible, with clear and intuitive statements of results and lucid proofs."--Walter Mebane, University of Michigan


About the Author:

Arno Berger is associate professor of mathematics at the University of Alberta. He is the author of Chaos and Chance: An Introduction to Stochastic Aspects of Dynamics. Theodore P. Hill is professor emeritus of mathematics at the Georgia Institute of Technology and research scholar in residence at the California Polytechnic State University.

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Arno Berger; Theodore P. Hill
Editorial: Princeton University Press (2015)
ISBN 10: 0691163065 ISBN 13: 9780691163062
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Descripción Princeton University Press, 2015. Hardcover. Estado de conservación: New. book. Nº de ref. de la librería M0691163065

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Arno Berger, Theodore P. Hill
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Descripción Princeton University Press, United States, 2015. Hardback. Estado de conservación: New. Language: English . Brand New Book. This book provides the first comprehensive treatment of Benford s law, the surprising logarithmic distribution of significant digits discovered in the late nineteenth century. Establishing the mathematical and statistical principles that underpin this intriguing phenomenon, the text combines up-to-date theoretical results with overviews of the law s colorful history, rapidly growing body of empirical evidence, and wide range of applications. An Introduction to Benford s Law begins with basic facts about significant digits, Benford functions, sequences, and random variables, including tools from the theory of uniform distribution. After introducing the scale-, base-, and sum-invariance characterizations of the law, the book develops the significant-digit properties of both deterministic and stochastic processes, such as iterations of functions, powers of matrices, differential equations, and products, powers, and mixtures of random variables. Two concluding chapters survey the finitely additive theory and the flourishing applications of Benford s law. Carefully selected diagrams, tables, and close to 150 examples illuminate the main concepts throughout. The text includes many open problems, in addition to dozens of new basic theorems and all the main references. A distinguishing feature is the emphasis on the surprising ubiquity and robustness of the significant-digit law. This text can serve as both a primary reference and a basis for seminars and courses. Nº de ref. de la librería AAZ9780691163062

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Arno Berger, Theodore P. Hill
Editorial: Princeton University Press, United States (2015)
ISBN 10: 0691163065 ISBN 13: 9780691163062
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Descripción Princeton University Press, United States, 2015. Hardback. Estado de conservación: New. Language: English . Brand New Book. This book provides the first comprehensive treatment of Benford s law, the surprising logarithmic distribution of significant digits discovered in the late nineteenth century. Establishing the mathematical and statistical principles that underpin this intriguing phenomenon, the text combines up-to-date theoretical results with overviews of the law s colorful history, rapidly growing body of empirical evidence, and wide range of applications. An Introduction to Benford s Law begins with basic facts about significant digits, Benford functions, sequences, and random variables, including tools from the theory of uniform distribution. After introducing the scale-, base-, and sum-invariance characterizations of the law, the book develops the significant-digit properties of both deterministic and stochastic processes, such as iterations of functions, powers of matrices, differential equations, and products, powers, and mixtures of random variables. Two concluding chapters survey the finitely additive theory and the flourishing applications of Benford s law. Carefully selected diagrams, tables, and close to 150 examples illuminate the main concepts throughout. The text includes many open problems, in addition to dozens of new basic theorems and all the main references. A distinguishing feature is the emphasis on the surprising ubiquity and robustness of the significant-digit law. This text can serve as both a primary reference and a basis for seminars and courses. Nº de ref. de la librería AAZ9780691163062

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Descripción Princeton University Press 2015-06-16, Princeton, 2015. hardback. Estado de conservación: New. Nº de ref. de la librería 9780691163062

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Descripción Princeton University Press. Hardcover. Estado de conservación: New. New copy - Usually dispatched within 2 working days. Nº de ref. de la librería B9780691163062

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Descripción 2015. HRD. Estado de conservación: New. New Book.Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería IB-9780691163062

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Descripción Hardback. Estado de conservación: New. Not Signed; This book provides the first comprehensive treatment of Benford's law, the surprising logarithmic distribution of significant digits discovered in the late nineteenth century. Establishing the mathematical and statistical principles that underpin this intriguing phenomenon, the text combines up-to-d. book. Nº de ref. de la librería ria9780691163062_rkm

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