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Wiley Series in Survey Methodology Ser.: Finite Population Sampling and Inference : A Prediction Approach by Alan H. Dorfman, Richard Valliant and Richard M. Royall (2000, Hardcover)

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Product Information

Complete coverage of the prediction approach to survey sampling in a single resource Prediction theory has been extremely influential in survey sampling for nearly three decades, yet research findings on this model-based approach are scattered in disparate areas of the statistical literature. Finite Population Sampling and Inference: A Prediction Approach presents for the first time a unified treatment of sample design and estimation for finite populations from a prediction point of view, providing readers with access to a wealth of theoretical results, including many new results and, a variety of practical applications. Geared to theoretical statisticians and practitioners alike, the book discusses all topics from the ground up and clearly explains the relation of the prediction approach to the traditional design-based randomization approach. Key features include: Special emphasis on linking survey sampling to mainstream statistics through extensive use of general linear models A liberal use of simulation studies, numerical examples, and exercises illustrating theoretical results Numerous statistical graphics showing simulation results and properties of estimates A library of S-Plus computer functions plus six real populations, available via ftp Over 260 references to finite population sampling, linear models, and other relevant literature

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0471293415
ISBN-13
9780471293415
eBay Product ID (ePID)
1680856

Product Key Features

Author
Alan H. Dorfman, Richard M. Royall, Richard Valliant
Publication Name
Finite Population Sampling and Inference : a Prediction Approach
Format
Hardcover
Language
English
Publication Year
2000
Series
Wiley Series in Survey Methodology Ser.
Type
Textbook
Number of Pages
536 Pages

Dimensions

Item Length
9.6in
Item Height
1.2in
Item Width
6.4in
Item Weight
30.6 Oz

Additional Product Features

Series Volume Number
321
Lc Classification Number
Qa276.6.V35 2000
Reviews
"Valliant...is joined...to dispel the perception of dichotomy between mainstream statistics...and survey sampling..." (SciTech Book News, Vol. 24, No. 4, December 2000) "The vast majority of the book is devoted to prediction of a population mean or total, and as such it forms a cohesive and comprehensive treatment of the subject." (Mathematical Reviews, Issue 2001j) "A highly recommended book which is an essential read for all research workers in this area." (Short Book Reviews - Publication of the Int. Statistical Institute, December 2001) "This book is a welcome addition to the subject of survey sampling." (Zentralblatt MATH, Vol. 964, 2001/14), "Valliant...is joined...to dispel the perception of dichotomy between mainstream statistics...and survey sampling..." (SciTech Book News, Vol. 24, No. 4, December 2000) "A highly recommended book which is an essential read for all research workers in this area." (Short Book Reviews - Publication of the Int. Statistical Institute, December 2001) "This book is a welcome addition to the subject of survey sampling." (Zentralblatt MATH, Vol. 964, 2001/14)
Table of Content
Introduction to Prediction Theory. Prediction Theory Under the General Linear Model. Bias-Robustness. Robustness and Efficiency. Variance Estimation. Stratified Populations. Models with Qualitative Auxiliaries. Clustered Populations. Robust Variance Estimation in Two-Stage Cluster Sampling. Alternative Variance Estimation Methods. Special Topics and Open Questions. Appendices. Bibliography. Answers to Select Exercises. Indexes.
Copyright Date
2000
Topic
Demography, Probability & Statistics / General
Lccn
00-026383
Dewey Decimal
519.5/2
Intended Audience
Scholarly & Professional
Dewey Edition
21
Illustrated
Yes
Genre
Mathematics, Social Science

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Wiley Series in Survey Methodology Ser.: Finite Population Sampling and Inference : A Prediction Approach by Alan H. Dorfman, Richard Valliant and Richard M. Royall (2000, Hardcover)

About this product

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Product Identifiers

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Additional Product Features

All listings for this product

item 1 Finite Population Sampling and Inference: A Prediction… - Richard Valliant

item 2 Finite Population Sampling and Inference: A Prediction Approach

item 3 Finite Population Sampling and Inference: A Prediction Approach

item 4 Finite Population Sampling and Inference: A Prediction Approach by Valliant

item 5 Finite Population Sampling and Inference : A Prediction Approach, Hardcover b...

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