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Overview
Licensing
Dedication
Preface
Danielle Navarro and Emily Kothe
1. Why do we learn statistics?
2. A brief introduction to research design
3. Getting started with R
4. Additional R concepts
5. Descriptive statistics
6. Drawing graphs
7. Pragmatic matters
8. Basic programming
9. Introduction to probability
10. Estimating unknown quantities from a sample
11. Hypothesis testing
12. Categorical data analysis
13. Comparing two means
14. Comparing several means (one-way ANOVA)
15. Linear regression
16. Factorial ANOVA
17. Bayesian statistics
Epilogue
References
This book was brought to you today by the letter ‘R’.
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Learning Statistics with R Copyright © by Danielle Navarro is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License, except where otherwise noted.