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A trusted classic on the key methods in population sampling—now in a modernized and expanded new edition
Sampling of Populations, Fourth Edition continues to serve as an all-inclusive resource on the basic and most current practices in population sampling. Maintaining the clear and accessible style of the previous edition, this book outlines the essential statistical methodsfor survey design and analysis, while also exploring techniques that have developed over the past decade.
The Fourth Edition successfully guides the reader through the basic concepts and procedures that accompany real-world sample surveys, such as sampling designs, problems of missing data, statistical analysis of multistage sampling data, and nonresponse and poststratification adjustment procedures. Rather than employ a heavily mathematical approach, the authors present illustrative examples that demonstrate the rationale behind common steps in the sampling process, from creating effective surveys to analyzing collected data. Along with established methods, modern topics are treated through the book's new features, which include:
- A new chapter on telephone sampling, with coverage of declining response rates, the creation of "do not call" lists, and the growing use of cellular phones
- A new chapter on sample weighting that focuses on adjustments to weight for nonresponse, frame deficiencies, and the effects of estimator instability
- An updated discussion of sample survey data analysis that includes analytic procedures for estimation and hypothesis testing
- A new section on Chromy's widely used method of taking probability proportional to size samples with minimum replacement of primary sampling units
- An expanded index with references on the latest research in the field
All of the book's examples and exercises can be easily worked out using various software packages including SAS, STATA, and SUDAAN, and an extensive FTP site contains additional data sets. With its comprehensive presentation and wealth of relevant examples, Sampling of Populations, Fourth Edition is an ideal book for courses on survey sampling at the upper-undergraduate and graduate levels. It is also a valuable reference for practicing statisticians who would like to refresh their knowledge of sampling techniques.
- Sales Rank: #1449219 in eBooks
- Published on: 2013-06-07
- Released on: 2013-06-07
- Format: Kindle eBook
Review
“The book remains a very appropriately written text for classroom use, especially for students studying public health or epidemiology, or for undergraduate majors in statistics and related fields.” (Biometrics, June 2009)
From the Publisher
Intended for the working professional, it offers a practical look at the basic concepts and procedures of sample design with a minimum of mathematical formality and technical jargon. Specifically designed as a user-friendly guide, it discusses the various procedures for drawing a sample (e.g., systematic sampling and probability proportionate to size sampling) in a step-by-step manner that readers can follow almost like a manual. In addition, the book makes use of numerous demonstrations and examples, instead of extended mathematical proofs, for the purpose of giving the reader a clear understanding of the rational for procedures used in sampling. The volume is a revision and expansion of an earlier text that takes into account major developments in sampling methodology over the past decade.
From the Back Cover
A trusted classic on the key methods in population sampling—now in a modernized and expanded new edition
Sampling of Populations, Fourth Edition continues to serve as an all-inclusive resource on the basic and most current practices in population sampling. Maintaining the clear and accessible style of the previous edition, this book outlines the essential statistical methodsfor survey design and analysis, while also exploring techniques that have developed over the past decade.
The Fourth Edition successfully guides the reader through the basic concepts and procedures that accompany real-world sample surveys, such as sampling designs, problems of missing data, statistical analysis of multistage sampling data, and nonresponse and poststratification adjustment procedures. Rather than employ a heavily mathematical approach, the authors present illustrative examples that demonstrate the rationale behind common steps in the sampling process, from creating effective surveys to analyzing collected data. Along with established methods, modern topics are treated through the book's new features, which include:
A new chapter on telephone sampling, with coverage of declining response rates, the creation of "do not call" lists, and the growing use of cellular phones
A new chapter on sample weighting that focuses on adjustments to weight for nonresponse, frame deficiencies, and the effects of estimator instability
An updated discussion of sample survey data analysis that includes analytic procedures for estimation and hypothesis testing
A new section on Chromy's widely used method of taking probability proportional to size samples with minimum replacement of primary sampling units
An expanded index with references on the latest research in the field
All of the book's examples and exercises can be easily worked out using various software packages including SAS, STATA, and SUDAAN, and an extensive FTP site contains additional data sets. With its comprehensive presentation and wealth of relevant examples, Sampling of Populations, Fourth Edition is an ideal book for courses on survey sampling at the upper-undergraduate and graduate levels. It is also a valuable reference for practicing statisticians who would like to refresh their knowledge of sampling techniques.
Most helpful customer reviews
12 of 14 people found the following review helpful.
Clear and to the point.
By A Customer
The best thing about this book is that it summarizes all the equations in boxes throughout the book. Therefore you don't have to hunt down the equations you need, unlike with many other statistics books. The book's explanations are clear and to the point, and therefore makes a great desk reference.
The one sole downside to this text is its price. $90 is a bit steep for this small light weight volume.
14 of 17 people found the following review helpful.
Easy to Read But too many Errors
By Wing
This book is very practical. It is easy to get along as all the formulas are summarized in a nice way.
However, I am very disappointed because I found a lot of errors in the book. I can't believe I am reading a third edition book with such many errors. Most of the errors are typos. But some of the errors are even in the formulas. That means if you follow these wrong formulas, you get wrong answer!
I will report the major errors I found here:
(1)P147 The first two equations are for "Total" (Not "Mean"), the second two equations are for "Mean" (Not "Total").
(2)P149 The first equation, on the left handside, it should be "SE_hat(X_str')" not (SE_hat(X_str_bar)).
(3)P149 The third equations, under square root, there should be a summation from h=1 to L.
(4)P170 equation 6.20. The right most term should be "((N-N_h)/N)", not ((N-n_h)/N).
I havent finished the book yet. I will keep posting the errors as I read along.
5 of 6 people found the following review helpful.
A Practitioner's Resource
By A Customer
Levy and Lemeshow's text provides practitioners with precise formulas and terrific insights into alternative sampling methods. The exercises at the end of the chapters are particularly useful.
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