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Calculus

1. Limits and Continuity
2. Differential and Derivative
3. L’Hôpital’s Rule

Optimization

4. Regularization

Spatial Statistics

5. Introduction of Spatial Analysis
6. Maps
7. Exploratory Data Analysis
8. Spatial Autocorrelation
9. Moran’s I and Geary’s C
10. Visualizing Spatial Autocorrelation
11. Local indicator of Spatial Autocorrelation
12. Other Local Statistics
13. Multivariate LISA
14. Statistical Foundations B–F — Expanded Jupyter Tutorials
15. Chapter B. Statistical Hypothesis Testing
16. Chapter C. Multiple Hypothesis Testing
17. Chapter D. Spatial Statistics
18. Chapter E. Spatio-temporal Processes
19. Chapter F. Statistical Simulation and Validation

Spatial Optimization

20. The p-Median Problem
21. The Maximal Covering Location Problem

Repository
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Index

By Yalin Yang

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