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Sampling (Wiley Series in Probability and Statistics) [Hardcover]

Steven K. Thompson (Author)
4.2 out of 5 stars  See all reviews (4 customer reviews)

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Book Description

0471291161 978-0471291169 April 4, 2002 2
From the reviews of the First Edition:
"A well-written book that deserves to be widely used, both by statistics teachers and by researchers."
-Biometrics
"The explanations are clear and concise, the presentation is extremely pleasing, the references are up to date, and there is an abundance of examples."
-Short Book Reviews
"This is a highly recommended acquisition for any statistician concerned with the collection of sample information."
-Technometrics
All aspects of obtaining, interpreting, and using sample data in a new revised volume
Sampling provides an up-to-date treatment of both classical and modern sampling design and estimation methods, along with sampling methods for rare, clustered, and hard-to-detect populations. This Second Edition's extensive new material includes descriptions of new developments, a wider range of approaches to common problems, historical notes, and increased coverage of topics such as methods that combine design and model-based approaches, adjusting for nonsampling errors, and the use of link-tracing designs. Updated chapters show how relevant sampling methods function within such fields as the biological, environmental, and geological sciences; social and health sciences; and sampling the Internet.
Organized into six sections, this edition covers basic sampling, from simple random to unequal probability sampling; the use of auxiliary data with ratio estimators and regression estimation; sufficient data, model, and design in practical sampling; useful designs such as stratified, cluster and systematic, multistage, double and network sampling; detectability methods for elusive populations; spatial sampling; and adaptive sampling designs. Additional derivations, notes on underlying ideas, exercises, and examples foster a greater mastery of the presented techniques. New numerical examples, small-population examples, and exercises have been added.
Featuring a wider range of topics than other sampling books, Sampling, Second Edition is the ideal reference for scientific researchers and other professionals who use sampling, as well as students in sampling courses.

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Editorial Reviews

Review

"This is an informative and clearly written book that will serve as a useful reference for researchers and as an introduction for students…" (Statistics in Medical Research, October 2005)

"...treats both classical and modern sampling design and estimation methods, along with sampling methods for rare, clustered, and hard-to-detect populations." (SciTech Book News, Vol. 26, No. 2, June 2002)

"...a well-written and expanded new edition...an excellent book on an important subject. Highly recommended..." (Choice, Vol. 40, No. 2, October 2002)

"This book has never had a competitor. It is the only book that takes a broad approach to sampling...any good personal statistics library should include a copy of this book." (Technometrics, Vol. 44, No. 4, November 2002)

"...an ideal reference for scientific researchers and other professionals who use sampling..."(Zentralblatt Math, Vol.1002, No.02, 2003)

From the Publisher

Covers both classical and modern sampling design and estimation methods, focusing on methods for populations that are difficult to sample--elusive, rare, clustered or hard to detect. Divided into six parts, it covers basic sampling from simple random to unequal probability sampling; treats the use of auxiliary data with ratio and regression estimation and looks at the ideas of sufficient data and of model and design in practical sampling; discusses major useful designs, including stratified, cluster, systematic, multi-stage, double and network sampling; examines detectability methods for elusive populations; explains spatial sampling; and introduces adaptive sampling designs. Each chapter contains exercises with answers provided in the appendix. --This text refers to an out of print or unavailable edition of this title.

Product Details

  • Hardcover: 400 pages
  • Publisher: Wiley-Interscience; 2 edition (April 4, 2002)
  • Language: English
  • ISBN-10: 0471291161
  • ISBN-13: 978-0471291169
  • Product Dimensions: 6.5 x 1.1 x 9.3 inches
  • Shipping Weight: 1.5 pounds (View shipping rates and policies)
  • Average Customer Review: 4.2 out of 5 stars  See all reviews (4 customer reviews)
  • Amazon Best Sellers Rank: #663,378 in Books (See Top 100 in Books)

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Average Customer Review
4.2 out of 5 stars (4 customer reviews)
 
 
 
 
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27 of 28 people found the following review helpful:
4.0 out of 5 stars a nice new book on survey sampling designs, February 5, 2008
This review is from: Sampling (Wiley Series in Probability and Statistics) (Hardcover)
I am still personally attached to Cochran's classic "Sampling Techniques" which was marvelous for its insight and clarity. it was also helpful to me in my first research work in survey sampling that I coauthored with Tommy Wright. But unfortunately Bill Cochran is no longer with us. Several good survey sampling books both theoretical and applied have come out since then. Thompson's first edition was a big success. Unfortunately I never read his first edition. But I did get the second edition.
It is well written and covers both the model based and design based approaches. There is an adequate treatment of the theory. As an applied statistician I particularly like the fact that he presents the results and formulae for sample size determination problems.

All the key topics are addressed and there is ample reference to current and past literature. The book could be useful for a graduate or undergraduate course in survey sampling. Bootstrap ideas are presented and the book is really very modern in its approach. I was also surprised to see such topics as Line and Point Transects, Capture-Recapture Sampling and Kriging.

There are even some solutions to chapter exercises My only criticism would be that for a course text it would be more useful to have a somewhat larger collection of exercises at the end of each chapter and a correspondingly larger set of selected solutions.

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27 of 28 people found the following review helpful:
4.0 out of 5 stars Thompson treats the details of sampling theory best, January 10, 1999
In the last 5 years or so, as a practioner, I have examined and used, or tried to use, 5 or 6 current texts on modern Sampling theory and practice. Steve Thompson's has been the most consistently useful. He offers more than the conventional wisdom, more than the standard technique. He describes alternative and special methods. when they are best used and how, complete with pros and cons. His generally clear explanations go beyond the usual mathematical formalism to the practical aspects.

For applied folks such as myself, this is really critical. You do not need to be a professional mathematician to make good use of this volume.

In particular, I have made good use of the Thompson's approach to double sampling technique in my own work sampling from the Net, a field loaded with methodological pitfalls.

If you are seriously concerned with generating valid samples in practical applications, Thompson will become a trusted friend.

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6 of 6 people found the following review helpful:
4.0 out of 5 stars Great for Applications, January 6, 2007
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This review is from: Sampling (Wiley Series in Probability and Statistics) (Hardcover)
If you want to get into doing sampling quickly, this is a good book. It doesn't cover as much theory as I would have liked, but it did get the big picture across pretty well and fairly quickly. Much of the book is formulas and a reasonable amount of background in probability/statistics is a must.

This book is sufficient for self-study.
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Inside This Book (learn more)
First Sentence:
Simple random sampling, or random sampling without replacement, is a sampling design in which n distinct units are selected from the N units in the population in such a way that every possible combination of n units is equally likely to be the sample selected. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
generalized ratio estimator, detectability units, adaptive cluster sampling, multiplicity estimator, ith observational unit, conventional stratified sampling, kth network, unequal probability designs, estimated detectability, ith primary unit, jth animal, stratified sample mean, average detectability, joint inclusion probabilities, detectability function, ith transect, six possible samples, adaptive sampling designs, variable circular plot surveys, kth subpopulation, perfect detectability, estimating detectability, finite population variance, cluster sampling designs, sample intersects
Key Phrases - Capitalized Phrases (CAPs): (learn more)
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