Spatial Point Patterns: Methodology and Applications with R

By:

Baddeley, Adrian

Contributor(s):

Material type: Text

TextSeries: Chapman & Hall/CRC Interdisciplinary Statistics SeriesPublication details: CRC Press 2016 Boca RatonDescription: 810pISBN:

9781482210200

Subject(s):

DDC classification:

001.422 BAD

List(s) this item appears in: R Books

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Book	NIMA Knowledge Centre	7th Floor Silence Zone	Reference	001.422 BAD (Browse shelf(Opens below))	Not For Loan		M0032834

Total holds: 0

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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