eBook: Course on Small Area Estimation and Mixed Models: Methods, Theory and Applications in R (DRM PDF)
 
電子書格式: DRM PDF
作者: Domingo Morales, Maria Dolores Esteban, Agustin Perez, Tomas Hobza 
系列: Statistics for Social and Behavioral Sciences
分類: Social research & statistics ,
Probability & statistics ,
Mathematical & statistical software  
書城編號: 22107356


售價: $910.00

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製造商: Springer International Publishing
出版日期: 2021/03/12
ISBN: 9783030637576
 
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商品簡介
This advanced textbook explores small area estimation techniques, covers the underlying mathematical and statistical theory and offers hands-on support with their implementation. It presents the theory in a rigorous way and compares and contrasts various statistical methodologies, helping readers understand how to develop new methodologies for small area estimation. It also includes numerous sample applications of small area estimation techniques. The underlying R code is provided in the text and applied to four datasets that mimic data from labor markets and living conditions surveys, where the socioeconomic indicators include the small area estimation of total unemployment, unemployment rates, average annual household incomes and poverty indicators. Given its scope, the book will be useful for master and PhD students, and for official and other applied statisticians. 
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