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 informative tables
and graphs, and evaluate how the findings effectively support the
decision making processes in government and non-government
organizations. Features Covers both theoretical and applied aspects
for real-world comparative research and regional statistics production
Thoroughly explains how microsimulation modeling technology can be
constructed using available datasets for reliable small area
statistics Provides SAS codes that allow readers to utilize these
latest technologies in their own work. 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. Dr Azizur
Rahman is a Senior Lecturer in Statistics and convenor of the Graduate
Program in Applied Statistics at the Charles Sturt University, and an
Adjunct Associate Professor of Public Health and Biostatistics at the
University of Canberra. His research encompasses small area
estimation, applied economics, microsimulation modeling, Bayesian
inference and public health. He has more than 60 scholarly
publications including two books. Dr. Rahman’s research is funded by
the Australian Federal and State Governments, and he serves on a range
of editorial boards including the International Journal of
Microsimulation (IJM). Professor Ann Harding, AO is an Emeritus
Professor of Applied Economics and Social Policy at the National
Centre for Social and Economic Modelling (NATSEM) of the University of
Canberra. She was the founder and inaugural Director of this world
class Research Centre for more than sixteen years, and also a
co-founder of the International Microsimulation Association (IMA) and
served as the inaugural elected president of IMA from 2004 to 2011.
She is a fellow of the Academy of the Social Sciences in Australia.
She has more than 300 publications including several books in
microsimulation modeling.
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Produktdetaljer
ISBN
9781315354941
Publisert
2017
Utgave
1. utgave
Utgiver
Taylor & Francis
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter