Nondetects and Data Analysis: Statistics for Censored Environmental Data

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9780471671732: Nondetects and Data Analysis: Statistics for Censored Environmental Data

STATISTICS IN PRACTICE

Statistical methods for interpreting and analyzing censored environmental data

Nondetects And Data Analysis: Statistics for Censored Environmental Data provides solutions for environmental scientists and professionals who need to interpret and analyze data that fall below the laboratory detection limit. Adapting survival analysis methods that have been successfully used in medical and industrial research, the author demonstrates, for the first time, their practical applications for studies of trace chemicals in air, water, soils, and biota. Readers quickly become proficient in these methods through the use of real-world examples that are solved using MINITAB® Release 14, a popular statistical software package, as well as other commonly used software packages.

Everything needed to master these innovative statistical methods is provided, including:

  • Accompanying Web site featuring answers to book exercises and datasets, as well as MINITAB® macros to perform methods, which are not available in the commercial version
  • Methods for data with multiple detection limits
  • Solutions for research studies in which all data are below detection limits
  • Techniques for constructing confidence, prediction, and tolerance intervals for data with nond-tects
  • Methods for data with multiple detection limits

Chapters are organized by objective, such as computing intervals, comparing groups, and correlations, which enables readers to more easily apply the text to their particular research and goals. Extensive references to the literature for more in-depth research are provided; however, the text itself avoids complex math and calculus making it accessible to anyone in the environmental sciences. Environmental scientists and professionals will find the hands-on guidance and practical examples invaluable.

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About the Author:

DENNIS R. HELSEL, PhD, is a 2003 recipient of the American Statistical Association Section on Statistics and the Environment's Distinguished Achievement Award. His textbook, Statistical Methods in Water Resources, coauthored by Robert Hirsch, is a standard reference in the water resources community. Dr. Helsel currently does research on behalf of the United States Geological Survey in Denver, Colorado.

Review:

"...clearly and efficiently covers a large amount of material in a relatively small number of pages. This is the book I will share with consulting clients who have data with below detection limit values." (Journal of the American Statistical Association, March 2006)

"...an excellent addition to an upper level undergraduate course on environmental statistics, and it is a 'must-have' desk reference for environmental practitioners dealing with censored datasets." (Vadose Zone Journal, February 2006)

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Descripción John Wiley and Sons Ltd, United States, 2004. Hardback. Estado de conservación: New. Language: English . Brand New Book ***** Print on Demand *****.This title offers everything you need to master innovative statistical methods for interpreting and analyzing censored environmental data. Adapting survival analysis methods that have been successfully used in medical and industrial research, the author demonstrates their practical applications for studies of trace chemicals in air, water, soils, and biota. You ll quickly become proficient in these methods through the use of real-world examples that are solved using MINITAB[registered] Release 14 and other commonly used software packages. Nº de ref. de la librería APC9780471671732

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Descripción John Wiley and Sons Ltd, United States, 2004. Hardback. Estado de conservación: New. Language: English . Brand New Book ***** Print on Demand *****. This title offers everything you need to master innovative statistical methods for interpreting and analyzing censored environmental data. Adapting survival analysis methods that have been successfully used in medical and industrial research, the author demonstrates their practical applications for studies of trace chemicals in air, water, soils, and biota. You ll quickly become proficient in these methods through the use of real-world examples that are solved using MINITAB[registered] Release 14 and other commonly used software packages. Nº de ref. de la librería APC9780471671732

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Descripción John Wiley and Sons Ltd, United States, 2004. Hardback. Estado de conservación: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. This title offers everything you need to master innovative statistical methods for interpreting and analyzing censored environmental data. Adapting survival analysis methods that have been successfully used in medical and industrial research, the author demonstrates their practical applications for studies of trace chemicals in air, water, soils, and biota. You ll quickly become proficient in these methods through the use of real-world examples that are solved using MINITAB[registered] Release 14 and other commonly used software packages. Nº de ref. de la librería LIE9780471671732

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Descripción Wiley-Interscience. Hardcover. Estado de conservación: New. Hardcover. 268 pages. Dimensions: 9.3in. x 6.3in. x 0.8in.STATISTICS IN PRACTICEStatistical methods for interpreting and analyzing censored environmental dataNondetects And Data Analysis: Statistics for Censored Environmental Data provides solutions for environmental scientists and professionals who need to interpret and analyze data that fall below the laboratory detection limit. Adapting survival analysis methods that have been successfully used in medical and industrial research, the author demonstrates, for the first time, their practical applications for studies of trace chemicals in air, water, soils, and biota. Readers quickly become proficient in these methods through the use of real-world examples that are solved using MINITAB Release 14, a popular statistical software package, as well as other commonly used software packages. Everything needed to master these innovative statistical methods is provided, including: Accompanying Web site featuring answers to book exercises and datasets, as well as MINITAB macros to perform methods, which are not available in the commercial versionMethods for data with multiple detection limitsSolutions for research studies in which all data are below detection limitsTechniques for constructing confidence, prediction, and tolerance intervals for data with nond-tectsMethods for data with multiple detection limitsChapters are organized by objective, such as computing intervals, comparing groups, and correlations, which enables readers to more easily apply the text to their particular research and goals. Extensive references to the literature for more in-depth research are provided; however, the text itself avoids complex math and calculus making it accessible to anyone in the environmental sciences. Environmental scientists and professionals will find the hands-on guidance and practical examples invaluable. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Hardcover. Nº de ref. de la librería 9780471671732

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