Applied Survey Data Analysis
暫譯: 應用調查數據分析
Heeringa, Steven G., West, Brady T., Berglund, Patricia A.
- 出版商: CRC
- 出版日期: 2020-12-18
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 568
- 裝訂: Quality Paper - also called trade paper
- ISBN: 036773611X
- ISBN-13: 9780367736118
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相關分類:
Data Science
海外代購書籍(需單獨結帳)
商品描述
Highly recommended by the Journal of Official Statistics, The American Statistician, and other journals, Applied Survey Data Analysis, Second Edition provides an up-to-date overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first edition, this second edition expands the topics covered and presents more step-by-step examples of modern approaches to the analysis of survey data using the newest statistical software.
Designed for readers working in a wide array of disciplines who use survey data in their work, this book continues to provide a useful framework for integrating more in-depth studies of the theory and methods of survey data analysis. An example-driven guide to the applied statistical analysis and interpretation of survey data, the second edition contains many new examples and practical exercises based on recent versions of real-world survey data sets. Although the authors continue to use Stata for most examples in the text, they also continue to offer SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software code for replicating the examples on the book's updated website.
商品描述(中文翻譯)
《應用調查數據分析（第二版）》受到《官方統計期刊》、《美國統計學家》及其他期刊的高度推薦，提供了對複雜樣本調查數據分析的最新方法概述。這一版在第一版中關於描述性分析和迴歸建模的豐富實用材料基礎上，擴展了涵蓋的主題，並呈現了更多使用最新統計軟體進行調查數據分析的逐步示例。
本書旨在為在各種學科中使用調查數據的讀者提供有用的框架，以整合對調查數據分析理論和方法的更深入研究。作為一本以示例為導向的應用統計分析和調查數據解釋指南，第二版包含許多基於近期真實調查數據集的新示例和實用練習。雖然作者在文本中大多數示例仍使用 Stata，但他們也持續提供 SAS、SPSS、SUDAAN、R、WesVar、IVEware 和 Mplus 的程式碼，以便在書籍更新的網站上重現這些示例。
作者簡介
Steve G. Heeringa is a research scientist in the Survey Methodology Program, the director of the Statistical and Research Design Group in the Survey Research Center, and the director of the Summer Institute in Survey Research Techniques at the University of Michigan's Institute for Social Research.
Brady T. West is a Research Associate Professor in the Survey Research Center at the University of Michigan's Institute for Social Research. He is also a statistical consultant on the Consulting for Statistics, Computing, and Analytics Research (CSCAR) team at the University of Michigan.
Patricia A. Berglund is a senior research associate in the Youth and Social Indicators Program and Survey Methodology Program in the Survey Research Center at the University of Michigan's Institute for Social Research.
作者簡介(中文翻譯)
Steve G. Heeringa 是密西根大學社會研究所調查方法學計畫的研究科學家，也是調查研究中心統計與研究設計小組的主任，以及調查研究技術夏季研習班的主任。
Brady T. West 是密西根大學社會研究所調查研究中心的研究副教授。他同時也是密西根大學統計、計算與分析研究諮詢小組（CSCAR）的統計顧問。
Patricia A. Berglund 是密西根大學社會研究所調查研究中心青年與社會指標計畫及調查方法學計畫的高級研究助理。
