A Course on Small Area Estimation and Mixed Models(Statistics for Social and Behavioral Sciences)

小面积估计与混合模型课程:使用R的方法、理论与应用

统计学史

原   价:
943.00
售   价:
707.00
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出  版 社
出版时间
2022年03月13日
装      帧
平装
ISBN
9783030637590
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页      码
599
语      种
英文
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库存 30 本
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图书简介
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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