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Record Nr. |
UNINA9910154883803321 |
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Autore |
Rahman Azizur |
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Titolo |
Small area estimation and microsimulation modeling / / Azizur Rahman, Charles Sturt University, Australia, Ann Harding, University of Canberra, Australia |
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Pubbl/distr/stampa |
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Boca Raton, Florida : , : CRC Press, , [2017] |
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©2017 |
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ISBN |
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1-315-35494-2 |
1-315-37214-2 |
1-4822-6073-5 |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (522 pages) : illustrations |
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Disciplina |
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Soggetti |
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Small area statistics |
Statistical machining |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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A Chapman and Hall book--title page. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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1. Introduction -- 2. Small area estimation -- 3. Indirect estimation : statistical approaches -- 4. Indirect estimation : geographic approaches -- 5. Bayesian prediction-based microdata simulation -- 6. Microsimulation modeling technology for small area estimation -- 7. Applications of the methodologies -- 8. Analysis of small area estimates in capital cities -- 9. Validation and measure of statistical reliability -- 10. Conclusions and computing codes. |
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Sommario/riassunto |
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The book gathers information on the theories, applications, advantages, and limitations of all the small area estimation methodologies. It covers direct small area estimation methods, indirect statistical approaches, including empirical best linear unbiased prediction, empirical Bayes and hierarchical Bayes estimation methods. |
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