Introduction to statistics and data analysis
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Belmont, CA :
Thomson Brooks/Cole ,
c2008
|
| Edition: | 3rd ed |
| Subjects: |
Table of Contents:
- 1. The role of statistics and the data analysis process
- 2. Collecting data sensibly
- 3. Graphical methods for describing data
- 4. Numerical methods for describing data
- 5. Summarizing bivariate data
- 6. Probability
- 7. Random variables and probability distributions
- 8. Sampling variability and sampling distributions
- 9. Estimation using a single sample
- 10. Hypothesis testing using a single sample
- 11. Comparing two populations or treatments
- 12. The analysis of categorical data and goodness-of-fit tests
- 13. Simple linear regression and correlation: inferential methods
- 14. Multiple regression analysis
- 15. Analysis of variance
- 16. Nonparametric (distribution-free) statistical methods