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Small Area Estimation
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Small Area Estimation
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?
Praise for the First Edition "This pioneering work, in which Rao provides a comprehensive and up-to-date treatment of small area estimation, will become a classic. I believe that it has the potential to turn small area estimation. into a larger area of importance to both researchers and practitioners.
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Description
Praise for the First Edition
"This pioneering work, in which Rao provides a comprehensive and up-to-date treatment of small area estimation, will become a classic...I believe that it has the potential to turn small area estimation...into a larger area of importance to both researchers and practitioners."
—Journal of the American Statistical Association
Written by two experts in the field, Small Area Estimation, Second Edition provides a comprehensive and up-to-date account of the methods and theory of small area estimation (SAE), particularly indirect estimation based on explicit small area linking models. The model-based approach to small area estimation offers several advantages including increased precision, the derivation of "optimal" estimates and associated measures of variability under an assumed model, and the validation of models from the sample data.
Emphasizing real data throughout, the Second Edition maintains a self-contained account of crucial theoretical and methodological developments in the field of SAE. The new edition provides extensive accounts of new and updated research, which often involves complex theory to handle model misspecifications and other complexities.
Including information on survey design issues and traditional methods employing indirect estimates based on implicit linking models, Small Area Estimation, Second Edition also features:
- Additional sections describing the use of R code data sets for readers to use when replicating applications
- Numerous examples of SAE applications throughout each chapter, including recent applications in U.S. Federal programs
- New topical coverage on extended design issues, synthetic estimation, further refinements and solutions to the Fay-Herriot area level model, basic unit level models, and spatial and time series models
- A discussion of the advantages and limitations of various SAE methods for model selection from data as well as comparisons of estimates derived from models to reliable values obtained from external sources, such as previous census or administrative data
Small Area Estimation, Second Edition is an excellent reference for practising statisticians and survey methodologists as well as practitioners interested in learning SAE methods. The Second Edition is also an ideal textbook for graduate-level courses in SAE and reliable small area statistics.
Series: Wiley Series in Survey Methodology
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Small Area Estimation
Praise for the First Edition "This pioneering work, in which Rao provides a comprehensive and up-to-date treatment of small area estimation, will become a classic...I believe that it has the potential to turn small area estimation...into a larger area of importance to both researchers and practitioners."—Journal of the American Statistical Association Written by two experts in the field, Small Area...Hardback$22499Unit price /UnavailableAvailableShips in 3-4 weeks -
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Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?
The book is hailed as an exceptional resource for statisticians and survey methodologists, offering valuable insights into small area estimation methods. It's recommended as an ideal textbook for graduate-level courses, providing a comprehensive understanding of the subject.
Book Details
INFORMATION
ISBN: 9781118735787
Publisher: John Wiley & Sons Inc
Format: Hardback
Date Published: 16 October 2015
Country: United States
Imprint: John Wiley & Sons Inc
Edition: 2nd edition
Audience: Professional and scholarly
DIMENSIONS
Spine width: 32.0mm
Width: 165.0mm
Height: 241.0mm
Weight: 789g
Pages: 480
About the Author
J. N. K. Rao, PhD, is Professor Emeritus and Distinguished Research Professor in the School of Mathematics and Statistics, Carleton University, Ottawa, Canada. He is an editorial advisor for the Wiley Series in Survey Methodology.
Isabel Molina, PhD, is Associate Professor of Statistics at Universidad Carlos III de Madrid, Spain.
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