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1. Statistics and Geography I. Descriptive Statistics 2. Univariate Descriptive Statistics 3. Descriptive Statistics for Spatial Distributions 4. Concepts of Time Series Analysis II. Inferential Statistics 5. Elementary Probability Theory 6. Random Variables and Probability Distributions 7. Sampling 8. Parametric Statistical Inference: Estimation 9. Parametric Statistical Inference: Hypothesis Testing 10. Parametric Statistical Inference: Two Sample Tests 11. Nonparametric Statistics III. Statistical Relationships between Two Variables 12. Correlation Analysis 13. Introduction to Regression Analysis 14. Inferential Aspects of Regression Analysis 15. Time Series Analysis 16. Exploratory Data Analysis 17. Computer-Intensive Methods
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