| 书目名称 | Sampling Theory and Practice | | 编辑 | Changbao Wu,Mary E. Thompson | | 视频video | | | 概述 | Provides rich materials for teaching, research and practice in survey sampling.Includes ample exercise problems to facilitate teaching and learning.Integrates R packages that cover the book‘s topics f | | 丛书名称 | ICSA Book Series in Statistics | | 图书封面 |  | | 描述 | .The three parts of this book on survey methodology combine an introduction to basic sampling theory, engaging presentation of topics that reflect current research trends, and informed discussion of the problems commonly encountered in survey practice. These related aspects of survey methodology rarely appear together under a single connected roof, making this book a unique combination of materials for teaching, research and practice in survey sampling. Basic knowledge of probability theory and statistical inference is assumed, but no prior exposure to survey sampling is required. The first part focuses on the design-based approach to finite population sampling. It contains a rigorous coverage of basic sampling designs, related estimation theory, model-based prediction approach, and model-assisted estimation methods. The second part stems from original research conducted by the authors as well as important methodological advances in the field during the past threedecades. Topics include calibration weighting methods, regression analysis and survey weighted estimating equation (EE) theory, longitudinal surveys and generalized estimating equations (GEE) analysis, variance estimation | | 出版日期 | Book 2020 | | 关键词 | Basic Sampling Theory; Bayesian Inference; Introduction to Survey Sampling; Longitudinal Surveys; Survey | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-44246-0 | | isbn_softcover | 978-3-030-44392-4 | | isbn_ebook | 978-3-030-44246-0Series ISSN 2199-0980 Series E-ISSN 2199-0999 | | issn_series | 2199-0980 | | copyright | Springer Nature Switzerland AG 2020 |
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发表于 2025-3-21 17:59:44
