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Environmental Statistics: Methods and Applications (Wiley Series in Probability and Statistics)
 
 
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Environmental Statistics: Methods and Applications (Wiley Series in Probability and Statistics) [Hardcover]

Vic Barnett (Author)

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Book Description

January 26, 2004 0471489719 978-0471489719 1
In modern society, we are ever more aware of the environmental issues we face, whether these relate to global warming, depletion of rivers and oceans, despoliation of forests, pollution of land, poor air quality, environmental health issues, etc. At the most fundamental level it is necessary to monitor what is happening in the environment – collecting data to describe the changing scene. More importantly, it is crucial to formally describe the environment with sound and validated models, and to analyse and interpret the data we obtain in order to take action.

Environmental Statistics provides a broad overview of the statistical methodology used in the study of the environment, written in an accessible style by a leading authority on the subject. It serves as both a textbook for students of environmental statistics, as well as a comprehensive source of reference for anyone working in statistical investigation of environmental issues.

  • Provides broad coverage of the methodology used in the statistical investigation of environmental issues.
  • Covers a wide range of key topics, including sampling, methods for extreme data, outliers and robustness, relationship models and methods, time series, spatial analysis, and environmental standards.
  • Includes many detailed practical and worked examples that illustrate the applications of statistical methods in environmental issues.
  • Authored by a leading authority on environmental statistics.


Editorial Reviews

Review

"Inspired by the Encyclopedia of Statistical Sciences, Second Edition (ESS2e), this volume presents a concise, well-rounded focus on the statistical concepts and applications that are essential for understanding gathered data in the fields of engineering, quality control, and the physical sciences. The book successfully upholds the goals of ESS2e by combining both previously-published and newly developed contributions written by over 100 leading academics, researchers, and practitioner in a comprehensive, approachable format. The result is a succinct reference that unveils modern, cutting-edge approaches to acquiring and analyzing data across diverse subject areas within these three disciplines, including operations research, chemistry, physics, the earth sciences, electrical engineering, and quality assurance." (Finwin, 7 September 2011)


"In this book, Vic Barnett, a distinguished environmental statistician, provides an overview of statistical methods that have been used on such problems in the environmental sciences." (Journal of the American Statistical Association, September 2006)

"...combines sound fundamentals and their applications." (European Journal of Soil Science, No.56, April 2005)

"Many tables, graphs and figures illustrate the environmental applications of the statistical methods that are described." (Journal of the Royal Statistical Society, Series A, Vol.168, No.2, March 2005)

"...well written...methods are illustrated with interesting examples...a comprehensive reference source for anyone working on environmental issues..." (Short Book Reviews, Vol.24, No.3, December 2004)

"Statisticians should enjoy the book. The author is an extremely knowledgeable statistician, and he is writing about an application domain that he clearly knows." (Technometrics, November 2004)

"An excellent book. Highly recommended." (Choice, July 2004)

"...this provides an excellent sketch of the current state of development for new statistical methodologies...a valuable resource..." (Statistics in Medicine, 15th August 2005)

From the Back Cover

In modern society, we are ever more aware of the environmental issues we face, whether these relate to global warming, depletion of rivers and oceans, despoliation of forests, pollution of land, poor air quality, environmental health issues, etc. At the most fundamental level it is necessary to monitor what is happening in the environment – collecting data to describe the changing scene. More importantly, it is crucial to formally describe the environment with sound and validated models, and to analyse and interpret the data we obtain in order to take action.

Environmental Statistics provides a broad overview of the statistical methodology used in the study of the environment, written in an accessible style by a leading authority on the subject. It serves as both a textbook for students of environmental statistics, as well as a comprehensive source of reference for anyone working in statistical investigation of environmental issues.

  • Provides broad coverage of the methodology used in the statistical investigation of environmental issues.
  • Covers a wide range of key topics, including sampling, methods for extreme data, outliers and robustness, relationship models and methods, time series, spatial analysis, and environmental standards.
  • Includes many detailed practical and worked examples that illustrate the applications of statistical methods in environmental issues.
  • Authored by a leading authority on environmental statistics.

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Inside This Book (learn more)
First Sentence:
In this book we will be examining how statistical principles and methods can be used to study environmental problems. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
simple random sample mean, weighted distribution methods, reduced order statistics, discordant outlier, extended linear model, mean pollution level, stratified sample mean, imperfect ordering, upper outlier, discordancy tests, probability sampling scheme, lower outlier, ordered sample values, accommodation procedures, distributional behaviour, environmental statistics, statistical assurance, sunspot data, outlier study, wheat models, univariate samples, composite sampling, line transect sampling, multivariate outliers, setting environmental standards
Key Phrases - Capitalized Phrases (CAPs): (learn more)
John Wiley, Park Grass, Royal Commission, New Zealand, Year Figure, Standards Australia
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