Statistical analysis for geographers

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Spatial and Panel Data Analysis Geography Education and Pedagogy Statistical Methods and Applications

Abstract

I. DESCRIPTIVE STATISTICS. 1. Introduction and Background. 2. Data and Measurement. 3. Descriptive Classical Statistics: Elementary Summaries. 4. Descriptive Classical Statistics: Central Tendency, Dispersion, and Relationship. 5. Descriptive Spatial Statistics: Central Tendency, Dispersion, and Relationship. 6. An Excursion into Elementary Probability Theory. 7. Selected Theoretical Frequency Distributions. II. THE FOUNDATIONS OF INFERENTIAL STATISTICS. 8. Sampling Designs. 9. Essential Concepts for Inferential Statistics. 10. Simple Hypothesis Testing. 11. Complex Hypothesis Testing. 12. Simple Linear Regression. III. A TRANSITION TO MULTIVARIATE ANALYSIS. 13. Multiple Linear Regression. 14. An Introduction to Analysis of Covariance. 15. An Introduction to Trend Surface Analysis. 16. Cluster Analysis: An Introduction to Objective Grouping Techniques. Bibliography. Appendices. Index.

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