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Type of bind: Hardcover
Dewey Decimal Number: 519.52
EAN num: 9780471293415
ISBN number: 0471293415
Label: Wiley-Interscience
Manufacturer: Wiley-Interscience
Quantity: 1
Page Count: 536
Printing Date: September 08, 2000
Publishing house: Wiley-Interscience
Sale Popularity Level: 920823
Studio: Wiley-Interscience
Editor's Notes and Comments:
Product Description:
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 very first time a unified treatment of sample design and estimation for finite populations from a prediction point of view, providing readers with acess 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
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