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Spatial point patterns : methodology and applications with R / by Adrian Baddeley, Ege Rubak and Rolf Turner.
- Format:
- Book
- Author/Creator:
- Baddeley, Adrian, author.
- Rubak, Ege, author.
- Turner, Rolf, author.
- Series:
- Interdisciplinary statistics.
- Chapman & Hall/CRC Interdisciplinary Statistics Series
- Language:
- English
- Subjects (All):
- Spatial analysis (Statistics).
- Point processes.
- Spatial data infrastructures--Mathematics.
- Spatial data infrastructures.
- R (Computer program language).
- Physical Description:
- 1 online resource (830 pages) : illustrations.
- Edition:
- First edition.
- Place of Publication:
- 2015.
- Boca Raton, FL : Chapman and Hall/CRC, an imprint of Taylor and Francis, 2015.
- Summary:
- Modern Statistical Methodology and Software for Analyzing Spatial Point PatternsSpatial Point Patterns: Methodology and Applications with R shows scientific researchers and applied statisticians from a wide range of fields how to analyze their spatial point pattern data. Making the techniques accessible to non-mathematicians, the authors draw on their 25 years of software development experiences, methodological research, and broad scientific collaborations to deliver a book that clearly and succinctly explains concepts and addresses real scientific questions.
- Contents:
- Part I. BASICS
- ch 1. Introduction
- ch 2. Software Essentials
- ch 3. Collecting and Handling Point Pattern Data
- ch 4. Inspecting and Exploring Data
- ch 5. Point Process Methods
- Part II. EXPLORATORY DATA ANALYSIS
- ch 6. Intensity
- ch 7. Correlation
- ch 8. Spacing
- Part III. STATISTICAL INFERENCE
- ch 9. Poisson Models
- ch 10. Hypothesis Tests and Simulation Envelopes
- ch 11. Model Validation
- ch 12. Cluster and Cox Models
- ch 13. Gibbs Models
- ch 14. Patterns of Several Types of Points
- Part IV. ADDITIONAL STRUCTURE
- ch 15. Higher-Dimensional Spaces and Marks
- ch 16. Replicated Point Patterns and Designed Experiments
- ch 17. Point Patterns on a Linear Network.
- Notes:
- "A Chapman & Hall Book."
- Includes bibliographical references and index.
- Description based on print version record.
- ISBN:
- 9781040072721
- 1040072720
- 9780429161704
- 0429161700
- 9781482210217
- 1482210215
- OCLC:
- 933300812
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