Overview
- Presents statistical solutions to issues that arise in the context of applications of composite sampling Gives emphasis to the most recent results that are not covered in review papers and other monographs Examines cost analysis of composite sampling, and why it is so difficult to determine expected measurements
- Includes supplementary material: sn.pub/extras
Part of the book series: Environmental and Ecological Statistics (ENES, volume 4)
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Table of contents (14 chapters)
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Front Matter
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Back Matter
Keywords
About this book
Sampling consists of selection, acquisition, and quantification of a part of the population. While selection and acquisition apply to physical sampling units of the population, quantification pertains only to the variable of interest, which is a particular characteristic of the sampling units. A sampling procedure is expected to provide a sample that is representative with respect to some specified criteria. Composite sampling, under idealized conditions, incurs no loss of information for estimating the population means. But an important limitation to the method has been the loss of information on individual sample values, such as, the extremely large value. In many of the situations where individual sample values are of interest or concern, composite sampling methods can be suitably modified to retrieve the information on individual sample values that may be lost due to compositing. This book presents statistical solutions to issues that arise in the context of applications of composite sampling.
Reviews
From the reviews:
“In this monograph, the authors present the work of a 4-year initiative undertaken in the United States and discuss several previously unpublished results and applications of composite sampling in environmental studies. … the theory presented is sufficient to understand the formal analytical approaches and the solutions presented. The text … is well worth reading. … will appeal to those practitioners needing to balance the desire for statistical rigour in sampling design with the constraints of ever decreasing financial budgets with which to undertake such sampling.” (Carl M. O’Brien, International Statistical Review, Vol. 80 (1), 2012)
“The book by Patil, Gore, and Taillie provides a detailed yet accessible overview of composite sampling and elaborates on the issues and tradeoffs that arise in the context of various practical applications. … will appeal to the student or the general scientific reader looking for a comprehensive overview … . The authors of this book have provided an excellent entry and addition to the literature on composite sampling.” (Ramesh Natarajan, Technometrics, Vol. 54 (1), February, 2012)
Authors and Affiliations
Bibliographic Information
Book Title: Composite Sampling
Book Subtitle: A Novel Method to Accomplish Observational Economy in Environmental Studies
Authors: Ganapati P. Patil, Sharad D. Gore, Charles Taillie
Series Title: Environmental and Ecological Statistics
DOI: https://doi.org/10.1007/978-1-4419-7628-4
Publisher: Springer New York, NY
eBook Packages: Earth and Environmental Science, Earth and Environmental Science (R0)
Copyright Information: Springer Science+Business Media, LLC 2011
Hardcover ISBN: 978-1-4419-7627-7Published: 28 December 2010
Softcover ISBN: 978-1-4614-2789-6Published: 25 January 2013
eBook ISBN: 978-1-4419-7628-4Published: 25 December 2010
Series ISSN: 2363-9660
Series E-ISSN: 2363-9679
Edition Number: 1
Number of Pages: XIII, 275
Topics: Statistics for Life Sciences, Medicine, Health Sciences, Statistics and Computing/Statistics Programs, Ecotoxicology, Environmental Management, Earth Sciences, general