Statistical Methods for Detection and Quantification of Environmental Contamination / Edition 1

Statistical Methods for Detection and Quantification of Environmental Contamination / Edition 1

by Robert D. Gibbons, David D. Coleman, Gibbons
     
 

Comprehensive coverage, state-of-the-art methods

This groundbreaking volume describes the statistical theory that underlies the detection and quantification of environmental pollution both in the laboratory and in the field. It presents the foundation of relating measured concentrations to true concentrations and the development of intervals of uncertainty for

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Overview

Comprehensive coverage, state-of-the-art methods

This groundbreaking volume describes the statistical theory that underlies the detection and quantification of environmental pollution both in the laboratory and in the field. It presents the foundation of relating measured concentrations to true concentrations and the development of intervals of uncertainty for true concentrations, and it presents a comprehensive review of the problem of estimating thresholds at which detection and quantification decisions can be made reliably.

The authors demonstrate the use of analytical measurements in making environmental impact decisions and in comparing environmental data to regulatory standards and naturally occurring background concentrations. Taking the next step in a major evolution in the way environmental impact decisions are made, Statistical Methods for Detection and Quantification of Environmental Contamination:

  • Presents statistical methods that allow the earliest possible detection and quantification of contaminants
  • Describes procedures applicable to all environmental constituents
  • Covers numerous state-of-the-art approaches
  • Includes case studies demonstrating practical applications of these approaches

An indispensable handbook for scientists and engineers involved in environmental monitoring programs, this book is also an important resource for public health officials, waste facility managers, regulators, statisticians, and analytical chemists.

Amstat News asked three review editors to rate their top five favorite books in the September 2003 issue. Statistical Methods for Detection and Quantification of Environmental Contamination was among those chosen.

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Product Details

ISBN-13:
9780471255321
Publisher:
Wiley
Publication date:
07/13/2001
Pages:
400
Product dimensions:
6.38(w) x 9.37(h) x 1.38(d)

Table of Contents

Acknowledgments.

Introduction.

DETECTION AND QUANTIFICATION IN THE LABORATORY.

Conceptual Foundations.

Statistical Foundations and Review.

Calibration-Based Regression Models.

Single-Concentration-Based Detection Limit Methods.

Single-Concentration-Based Quantification Limit Methods.

Calibration-Based Detection Limit Methods.

Calibration-Based Quantification Limit Methods.

Significant Digits.

Experimental Design of Detection and Quantification LimitStudies and Related Studies.

Between-Laboratory Detection and Quantification LimitEstimators.

DETECTION AND QUANTIFICATION IN THE FIELD.

Comparison of a Single Measurement to a Regulatory Standard.

Censored Data.

Testing Distributional Assumptions.

Testing for Outliers.

Detecting Trend.

Detection Monitoring.

Assessment and Corrective Action Monitoring: Overview.

Assessment and Corrective Action Monitoring: Comparison to aStandard.

Assessment and Corrective Action Monitoring: Comparison toBackground.

Assessment and Corrective Action Monitoring: Case Studies.

Review of Available Computer Software.

Summary.

Appendix: Land's Tables.

Glossary of Measurement Terminology.

Mathematical Symbols.

Web References.

Annotated Bibliography.

Index.

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