Regression Analysis in R: A Comprehensive View for the Social Sciences
السعر:
57.90 ؋
40.53 ؋
وصف قصير:
Central social science regression techniques are examined through R with applied examples and detailed coverage of modeling assumptions.
Focusing on regression analysis in social sciences, this book presents a detailed exploration from basic multiple linear regression to complex model extensions using R software. Intended for graduate social science students, it teaches foundational concepts including bivariate correlation and assumptions of regression, progressing to practical application of dummy variables, interaction effects, and hierarchical models. Each chapter features real data examples, R code demonstrations, and exercises for reinforcement. The text requires no prior R knowledge and includes a primer for beginners. It addresses common research challenges such as checking model assumptions and comparing nested and non-nested models. This book serves as a methodical and applied statistical resource guiding users through regression analysis tailored to social science data and interpretation.
معلومات إضافية
- العنوان
- Regression Analysis in R: A Comprehensive View for the Social Sciences
- المؤلفون
- Jocelyn H. Bolin
- المترجم
- -
- الناشر
- BASHARATE BOOK STORE
- تنسيق الكتاب
- Digital eBook
- نوع الكتاب
- عدد الصفحات
- 193
- سنة النشر
- 2023
- حجم الكتاب
- 5.7 MB
- لغة الكتاب
- English
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