Regression Analysis in R: A Comprehensive View for the Social Sciences (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) - Hardcover

Bolin, Jocelyn E.

Hardcover

ISBN 10: 103225775X ISBN 13: 9781032257754

Publisher: Chapman and Hall/CRC, 2022

Synopsis

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

About this title

About the Author

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.

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2022
• Language: English
• ISBN 10: 103225775X
• ISBN 13: 9781032257754
• Binding: Hardcover
• Edition number: 1
• Number of pages: 180