## 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 Statistical Methods (online)