Synthetic Estimates For Small Areas
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Synthetic Estimates For Small Areas
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Author :
language : en
Publisher:
Release Date : 1979
Synthetic Estimates For Small Areas written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Drug abuse categories.
Synthetic Estimates For Small Areas
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Author :
language : en
Publisher:
Release Date : 1979
Synthetic Estimates For Small Areas written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.
Small Area Estimation
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Author : J. N. K. Rao
language : en
Publisher: John Wiley & Sons
Release Date : 2005-02-25
Small Area Estimation written by J. N. K. Rao and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-25 with Mathematics categories.
An accessible introduction to indirect estimation methods, both traditional and model-based. Readers will also find the latest methods for measuring the variability of the estimates as well as the techniques for model validation. Uses a basic area-level linear model to illustrate the methods Presents the various extensions including binary response data through generalized linear models and time series data through linear models that combine cross-sectional and time series features Provides recent applications of SAE including several in U.S. Federal programs Offers a comprehensive discussion of the design issues that impact SAE
Small Area Estimation
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Author : J. N. K. Rao
language : en
Publisher: John Wiley & Sons
Release Date : 2015-08-24
Small Area Estimation written by J. N. K. Rao and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-24 with Mathematics categories.
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 practicing 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.
Small Area Estimation
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Author : National Center for Health Statistics (U.S.)
language : en
Publisher:
Release Date : 1979
Small Area Estimation written by National Center for Health Statistics (U.S.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Medical categories.
Synthetic Estimates For Small Areas Statistical Workshop Papers And Discussion
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Author :
language : en
Publisher:
Release Date : 1979
Synthetic Estimates For Small Areas Statistical Workshop Papers And Discussion written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.
Small Area Estimation In Survey Sampling
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Author : Parimal Mukhopadhyay
language : en
Publisher: Alpha Science International, Limited
Release Date : 1998
Small Area Estimation In Survey Sampling written by Parimal Mukhopadhyay and has been published by Alpha Science International, Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Mathematics categories.
This book gives a systematic exposition of the problems and procedures in producing statistics for small areas (districts, subdivisions, municipal areas; batches of industrial products) which have been lying scattered over different journals over the last three decades. The motivations of the different procedures have been explained, the promising results have been emphasized and the new research areas are indicated. The manner of exposition has been tried to be made lucid. The book will generate further interest in the area and would be helpful to the researchers and the survey statisticians working in this field.
Introduction To Small Area Estimation Techniques
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Author : Asian Development Bank
language : en
Publisher: Asian Development Bank
Release Date : 2020-05-01
Introduction To Small Area Estimation Techniques written by Asian Development Bank and has been published by Asian Development Bank this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-01 with Business & Economics categories.
This guide to small area estimation aims to help users compile more reliable granular or disaggregated data in cost-effective ways. It explains small area estimation techniques with examples of how the easily accessible R analytical platform can be used to implement them, particularly to estimate indicators on poverty, employment, and health outcomes. The guide is intended for staff of national statistics offices and for other development practitioners. It aims to help them to develop and implement targeted socioeconomic policies to ensure that the vulnerable segments of societies are not left behind, and to monitor progress toward the Sustainable Development Goals.
Small Area Statistics
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Author : R. Platek
language : en
Publisher: New York ; Toronto : Wiley
Release Date : 1987-02-04
Small Area Statistics written by R. Platek and has been published by New York ; Toronto : Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987-02-04 with Mathematics categories.
Presents the most recent developments in the theory and practice of small area estimation. Addresses policy issues, population estimation for small areas, theoretical developments, and organizational experiences. Discusses new techniques of estimation, including extensions of synthetic estimation techniques, Bayes and empirical Bayes methods, estimators based on regression and others.
The Use Of Synthetic Estimation Techniques To Produce Small Area Estimates
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Author : Chris Skinner
language : en
Publisher:
Release Date : 1993
The Use Of Synthetic Estimation Techniques To Produce Small Area Estimates written by Chris Skinner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.