02327oam 2200505I 450 991015488380332120240501170131.01-315-35494-21-315-37214-21-4822-6073-510.1201/9781315372143 (CKB)4340000000018636(MiAaPQ)EBC4751224(OCoLC)966386388(EXLCZ)99434000000001863620180331h20172017 uy 0engurcnu||||||||rdacontentrdamediardacarrierSmall area estimation and microsimulation modeling /Azizur Rahman, Charles Sturt University, Australia, Ann Harding, University of Canberra, Australia1st ed.Boca Raton, Florida :CRC Press,[2017]©20171 online resource (522 pages) illustrationsA Chapman and Hall book--title page.0-367-26126-X 1-4822-6072-7 Includes bibliographical references and index.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.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.Small area statisticsStatistical machiningSmall area statistics.Statistical machining.519.544Rahman Azizur976286Harding Ann1958-FlBoTFGFlBoTFGBOOK9910154883803321Small area estimation and microsimulation modeling2223867UNINA