0. Introduction and Descriptive Statistics

1. Probability

2. Random Variables

3. The Normal Distribution

4. Sampling and Sampling Distributions

5. Confidence Intervals

6. Hypothesis Testing

Case One: The Alaska Marine Highway

7. The Comparison of Two Populations

Case Two: Program Trading

8. Analysis of Variance

Case Three: New Coke, Old Coke, and Pepsi

9. Simple Linear Regression and Correlation

Case Four: The January Indicator

10. Multiple Regression

Case Five: Diamond State Telephone Company

11. Time Series and Forecasting

Case Six: Forecasting the Demand for Ships

12. More Descriptive Statistics: Index Numbers and Exploratory Data Analysis

13. Nonparametric Methods and Chi-Squared Test

Case Seven: The Nine Nations of North America

14. Bayesian Statistics and Decision Analysis

Case Eight: Getting Bumped

15. Multivariate Analysis

16. Sampling Methods

Case Nine: The Boston Redevelopment Authority