×

zbMATH — the first resource for mathematics

Small area estimation and microsimulation modeling. (English) Zbl 1353.62005
Boca Raton, FL: CRC Press (ISBN 978-1-4822-6072-4/hbk; 978-1-4822-6073-1/ebook). xxi, 294 p. (2017).
Publisher’s description: This book 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 informative tables and graphs, and evaluate how the findings effectively support the decision making processes in government and non-government organizations.
This book is designed for advanced graduate students, academics, professionals and applied practitioners who are generally interested in small area estimation and/or microsimulation modeling and dealing with vital issues in social and behavioural sciences, applied economics and policy analysis, government and/or social statistics, health sciences, business, psychology, environmental and agriculture modeling, computational statistics and data simulation, spatial statistics, transport and urban planning, and geospatial modeling.

MSC:
62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
62D05 Sampling theory, sample surveys
62Pxx Applications of statistics
Software:
SAS
PDF BibTeX XML Cite
Full Text: DOI