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商品描述
Regression Analysis in R: A Comprehensive View for the Social Sciences covers the basic applications of multiple linear regression all the way through to more complex regression applications and extensions. Written for graduate level students of social science disciplines this book walks readers through bivariate correlation giving them a solid framework from which to expand into more complicated regression models. Concepts are demonstrated using R software and real data examples.
Key Features:
- Full output examples complete with interpretation
- Full syntax examples to help teach R code
- Appendix explaining basic R functions
- Methods for multilevel data that are often included in basic regression texts
- End of Chapter Comprehension Exercises
商品描述(中文翻譯)
《R中的迴歸分析：社會科學的全面視角》涵蓋了從多元線性迴歸的基本應用一直到更複雜的迴歸應用和擴展。本書針對社會科學學科的研究生級學生，引導讀者進入雙變量相關的領域，為他們提供一個堅實的框架，以便擴展到更複雜的迴歸模型。概念使用R軟體和真實數據示例進行演示。
主要特點：
- 完整的輸出示例，包括解釋
- 完整的語法示例，以幫助教授R程式碼
- 解釋基本R函數的附錄
- 常見於基本迴歸教材中的多層次數據方法
- 章節結束的理解練習
作者簡介
Jocelyn E. Bolin is professor in the Department of Educational Psychology at Ball State University, where she teaches courses on introductory and intermediate statistics, multiple regression analysis, and multilevel modeling to graduate students in social science disciplines. She earned a PhD in educational psychology from Indiana University Bloomington. Her research interests include statistical methods for classification and clustering and use of multilevel modeling in the social sciences.
作者簡介(中文翻譯)
Jocelyn E. Bolin 是 Ball State University 教育心理學系的教授，她教授社會科學領域研究生的入門和中級統計學、多元迴歸分析和多層次建模課程。她在 Indiana University Bloomington 獲得教育心理學博士學位。她的研究興趣包括分類和聚類的統計方法，以及在社會科學中使用多層次建模。
