Regression Analysis in R
eBook - ePub

Regression Analysis in R

A Comprehensive View for the Social Sciences

  1. 180 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Regression Analysis in R

A Comprehensive View for the Social Sciences

About this book

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

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Yes, you can access Regression Analysis in R by Jocelyn E. Bolin in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Half-Title
  3. Series
  4. Title
  5. Copyright
  6. Contents
  7. Acknowledgments
  8. CHAPTER 1 â—¾ Introduction
  9. CHAPTER 2 â—¾ Correlation
  10. CHAPTER 3 â—¾ Simple and Multiple Regression
  11. CHAPTER 4 â—¾ Assumptions of Multiple Regression
  12. CHAPTER 5 â—¾ Dummy Variables and Interactions
  13. CHAPTER 6 â—¾ Regression vs. ANOVA?
  14. CHAPTER 7 â—¾ Model Comparisons and Hierarchical Regression
  15. CHAPTER 8 â—¾ Moderation/Mediation and Regression Discontinuity
  16. CHAPTER 9 â—¾ Non-Linearity and Cross-Validation
  17. CHAPTER 10 â—¾ Nested Data
  18. APPENDIX A: INTRODUCTION TO R
  19. APPENDIX B: NON-PARAMETRIC ANALYSIS BASED ON RANKS
  20. APPENDIX C: R FUNCTION AND PACKAGE INDEX
  21. APPENDIX D: END OF CHAPTER EXERCISE SCRIPT FILE SOLUTIONS
  22. APPENDIX E: GLOSSARY
  23. INDEX