Applied Survey Data Analysis (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
暫譯: 應用調查數據分析(Chapman & Hall/CRC 社會與行為科學統計系列)

Steven G. Heeringa, Brady T. West, Patricia A. Berglund

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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)

高度推薦於《官方統計期刊》(Journal of Official Statistics)、《美國統計學家》(The American Statistician)及其他期刊的《應用調查數據分析(第二版)》(Applied Survey Data Analysis, Second Edition)提供了對於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解釋調查數據的指南,第二版包含了許多基於近期真實世界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然使用 Stata,但他們也持續提供 SAS、SPSS、SUDAAN、R、WesVar、IVEware 和 Mplus 的程式碼,以便在本書更新的網站上重現這些示例。