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》涵蓋了多元線性迴歸的基本應用，直到更複雜的迴歸應用和擴展。本書專為社會科學學科的研究生撰寫，帶領讀者了解雙變量相關，為他們提供一個穩固的框架，以便擴展到更複雜的迴歸模型。概念使用R軟體和真實數據範例進行演示。
主要特色：
- 完整的輸出範例，附有解釋
- 完整的語法範例，幫助教學R程式碼
- 附錄解釋基本的R函數
- 包含在基本迴歸文本中常見的多層次數據方法
- 每章結尾的理解練習
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)
喬斯林·E·博林是巴爾州立大學教育心理學系的教授，教授社會科學領域研究生的入門和中級統計學、多重迴歸分析及多層次模型課程。她在印第安納大學布盧明頓校區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模型。
