Adaptive Sampling / Edition 1

Adaptive Sampling / Edition 1

by Steven K. Thompson, George A. F. Seber
     
 

ISBN-10: 0471558710

ISBN-13: 9780471558712

Pub. Date: 06/07/1996

Publisher: Wiley

Offering a viable solution to the long-standing problem of estimating the abundance of rare, clustered populations, adaptive sampling designs are rapidly gaining prominence in the natural and social sciences as well as in other fields with inherently difficult sampling situations. In marked contrast to conventional sampling designs, in which the entire sample of

Overview

Offering a viable solution to the long-standing problem of estimating the abundance of rare, clustered populations, adaptive sampling designs are rapidly gaining prominence in the natural and social sciences as well as in other fields with inherently difficult sampling situations. In marked contrast to conventional sampling designs, in which the entire sample of units to be observed is fixed prior to the survey, adaptive sampling strategies allow for increased sampling intensity depending upon observations made during the survey. For example, in a survey to assess the abundance of a rare animal species, neighboring sites may be added to the sample whenever the species is encountered during the survey. In an epidemiological survey of a contagious or genetically linked disease, sampling intensity may be increased whenever prevalence of the disease is encountered.

Written by two acknowledged experts in this emerging field, this book offers researchers their first comprehensive introduction to adaptive sampling. An ideal reference for statisticians conducting research in survey designs and spatial statistics as well as researchers working in the environmental, ecological, public health, and biomedical sciences.

Adaptive Sampling:

• Provides a comprehensive, fully integrated introduction to adaptive sampling theory and practice

• Describes recent research findings

• Introduces readers to a wide range of adaptive sampling strategies and techniques

• Includes numerous real-world examples from environmental pollution studies, surveys of rare animal and plant species, studies of contagious diseases, marketing surveys, mineral and fossil-fuel assessments, and more

Product Details

ISBN-13:
9780471558712
Publisher:
Wiley
Publication date:
06/07/1996
Series:
Wiley Series in Probability and Statistics Series, #231
Pages:
288
Product dimensions:
6.46(w) x 9.53(h) x 0.79(d)

Related Subjects

Table of Contents

Fixed-Population Sampling Theory.

Stochastic Population Sampling Theory.

Adaptive Cluster Sampling.

Efficiency and Sample Size Issues.

Adaptive Cluster Sampling Based on Order Statistics.

Adaptive Allocation in Stratified Sampling.

Multivariate Aspects of Adaptive Sampling.

Detectability in Adaptive Sampling.

Optimal Sampling Strategies.

References.

Index.

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