This textbook presents the concepts and results underlying the Bayesian, frequentist, and Fisherian approaches to statistical inference, with particular emphasis on the contrasts between them. Aimed at advanced undergraduates and graduate students in mathematics and related disciplines, it covers basic mathematical theory as well as more advanced material, including such contemporary topics as Bayesian computation, higher-order likelihood theory, predictive inference, bootstrap methods, and conditional inference.
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This engaging textbook introduces the key ideas behind drawing formal inferences from data. Aimed at advanced undergraduates and graduate students in mathematics and related disciplines, it is a concise account of the main approaches to inference, with particular emphasis on the contrasts between them. It is the first textbook to synthesize contemporary material on computational topics with basic mathematical theory. Numerous extended examples apply formal inference techniques to real data, while historical commentary sketches the development of the subject. Each chapter ends with a set of accessible problems.
About the Author:G. A. Young is Professor of Statistics at Imperial College London.
R. L. Smith is Mark L. Reed Distinguished Professor of Statistics at the University of North Carolina, Chapel Hill.
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1. Essentials of Statistical Inference (Paperback)
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Descripción CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2010. Paperback. Estado de conservación: New. Language: English . Brand New Book ***** Print on Demand *****.Aimed at advanced undergraduate and graduate students in mathematics and related disciplines, this book presents the concepts and results underlying the Bayesian, frequentist and Fisherian approaches, with particular emphasis on the contrasts between them. Computational ideas are explained, as well as basic mathematical theory. Written in a lucid and informal style, this concise text provides both basic material on the main approaches to inference, as well as more advanced material on developments in statistical theory, including: material on Bayesian computation, such as MCMC, higher-order likelihood theory, predictive inference, bootstrap methods and conditional inference. It contains numerous extended examples of the application of formal inference techniques to real data, as well as historical commentary on the development of the subject. Throughout, the text concentrates on concepts, rather than mathematical detail, while maintaining appropriate levels of formality. Each chapter ends with a set of accessible problems. Nº de ref. de la librería AAV9780521548663
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3. Essentials of Statistical Inference (Paperback)
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CAMBRIDGE UNIVERSITY PRESS, United Kingdom
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ISBN 10: 0521548667
ISBN 13: 9780521548663
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Descripción CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2010. Paperback. Estado de conservación: New. Language: English . Brand New Book ***** Print on Demand *****. Aimed at advanced undergraduate and graduate students in mathematics and related disciplines, this book presents the concepts and results underlying the Bayesian, frequentist and Fisherian approaches, with particular emphasis on the contrasts between them. Computational ideas are explained, as well as basic mathematical theory. Written in a lucid and informal style, this concise text provides both basic material on the main approaches to inference, as well as more advanced material on developments in statistical theory, including: material on Bayesian computation, such as MCMC, higher-order likelihood theory, predictive inference, bootstrap methods and conditional inference. It contains numerous extended examples of the application of formal inference techniques to real data, as well as historical commentary on the development of the subject. Throughout, the text concentrates on concepts, rather than mathematical detail, while maintaining appropriate levels of formality. Each chapter ends with a set of accessible problems. Nº de ref. de la librería AAV9780521548663
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Descripción Cambridge Univ Pr, 2010. Paperback. Estado de conservación: Brand New. 1st edition. 225 pages. 9.75x6.75x0.75 inches. In Stock. Nº de ref. de la librería __0521548667
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Descripción 2010. Paperback. Estado de conservación: NEW. 9780521548663 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 HTANDREE0462695
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8. Essentials of Statistical Inference (Cambridge Series in Statistical and Probabilistic Mathematics)
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9. Essentials of Statistical Inference (Cambridge Series in Statistical and Probabilistic Mathematics)
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Descripción Cambridge University Press, 2017. Paperback. Estado de conservación: New. Never used! This item is printed on demand. Nº de ref. de la librería 0521548667
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10. Essentials of Statistical Inference (Paperback or Softback)
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Descripción Cambridge University Press 10/3/2014, 2014. Paperback or Softback. Estado de conservación: New. Essentials of Statistical Inference. Book. Nº de ref. de la librería BBS-9780521548663
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