Spatial Point Patterns: Methodology and Applications with R
Material type:
- 9781482210200
- 001.422 BAD
Item type | Current library | Item location | Collection | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|---|
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NIMA Knowledge Centre | 7th Floor Silence Zone | Reference | 001.422 BAD (Browse shelf(Opens below)) | Not For Loan | M0032834 |
Part I: Basic
1. Introduction
2. Software Essential
3. Collecting and Handling Point Pattern Data
4. Inspecting and Exploring Data
5. Point Process Methods
Part II: Exploratory Data Analysis
6. Intensity
7. Correlation
8. Spacing
Part III: Statistical Inference
9. Poisson Models
10. Hypothesis Tests and Simulation Envelopes
11. Model Validation
12. Cluster and Cox Models
13. Gibbs Models
14. Patterns of Several Types of Points
Part IV: Additional Structure
15. Higher-Dimensional Spaces and Marks
16. Replicated Point Patterns and Designed Experiments
17. Point Patterns on a Linear Network
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