6. An Overview of Science, Hypothesis Testing, Experimental Design, and Inference

Chapters in this book

1. Frontmatter i
2. Contents v
3. Preface to the Second Edition ix
4. Acknowledgments xi
5. Introduction xiii
6. 1. Introducing Our Software Team 1
7. 2. Getting Data intro R 19
8. 3. Working with Your Data 27
9. 4. Tell Me About My Data 37
10. 5. Visualizing Your Data 55
11. 6. An Overview of Science, Hypothesis Testing, Experimental Design, and Inference 73
12. 7. Hypothesis Tests: Using One- and Two-Sample Tests 89
13. 8. Hypothesis Tests: Differences Among Multiple Samples 105
14. 9. Hypothesis Tests: Linear Relationships 127
15. 10. Hypothesis Tests: Observed and Expected Values 141
16. 11. A Few More Advanced Procedures 149
17. 12. An Introduction to Computer Programming 171
18. 13. Final Thoughts 181
19. APPENDIX: Solutions to Select Problems 183
20. Bibliography 193
21. Index 195