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Small Area Estimation and Microsimulation Modeling is the first practical handbook that comprehensively presents modern statistical SAE methods in the framework of ultramodern spatial microsimulation modeling while providing the novel approach of creating synthetic spatial microdata. Along with desc...
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| Main Authors: | |
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| Group Author: | |
| Published: |
CRC Press, Taylor & Francis Group,
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| Publisher Address: | Boca Raton, FL : |
| Publication Dates: | [2017] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Summary: |
Small Area Estimation and Microsimulation Modeling is the first practical handbook that comprehensively presents modern statistical SAE methods in the framework of ultramodern spatial microsimulation modeling while providing the novel approach of creating synthetic spatial microdata. Along with describing the necessary theories and their advantages and limitations, the authors illustrate the practical application of the techniques to a large number of substantive problems, including how to build up models, organize and link data, create synthetic microdata, conduct analyses, yield informativ |
| Carrier Form: | xxvi, 495 pages : illustrations, maps ; 24 cm |
| Bibliography: | Includes bibliographical references (pages 295-320) and index. |
| ISBN: |
9781482260724 1482260727 |
| Index Number: | QA276 |
| CLC: | O212.1 |
| Call Number: | O212.1/R147 |
| Contents: | Introduction -- Small area estimation -- Indirect estimation: statistical approaches -- Indirect estimation: geographic approaches -- Bayesian prediction - based microdata simulation -- Microsimulation modeling technology for small area estimation -- Applications of the methodologies -- Analysis of small area estimates in capital cities -- Validation and measure of statistical reliability -- Conclusions and computing codes -- Appendix A: The Newton-Raphson iteration method -- Appendix B: Topics index of the 2005-2006 survey of income and housing: CURFs -- Appendix C: Tables of the housing st |