I. Introduction 1. Statistics and Geography II. Descriptive Statistics 2. Displaying and Interpreting Data 3. Describing Data with Statistics 4. Statistical Relationships III. Inferential Statistics 5. Random Variables and Probability Distributions 6. Sampling 7. Point and Interval Estimation 8. One-Sample Hypothesis Testing 9. Two-Sample Hypothesis Testing 10. Nonparametric Methods 11. Analysis of Variance 12. Inferential Aspects of Linear Regression 13. Extending Regression Analysis IV. Patterns in Space and Time 14. Spatial Patterns and Relationships 15. Time Series Analysis Appendix: Statistical Tables