Spatial point patterns: methodology and applications with R
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
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| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boka Raton ; London ; New York
CRC Press, Taylor & Francis Group
[2016]
|
| Series: | Chapman & Hall/CRC interdisciplinary statistics series
|
| Subjects: | |
| Online Access: | DE-188 |
| 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 Front Cover -- Contents -- Preface -- Acknowledgements -- I. BASICS -- 1. Introduction -- 2. Software Essentials -- 3. Collecting and Handling Point Pattern Data -- 4. Inspecting and Exploring Data -- 5. Point Process Methods -- II. EXPLORATORY DATA ANALYSIS -- 6. Intensity -- 7. Correlation -- 8. Spacing -- 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 -- IV. ADDITIONAL STRUCTURE -- 15. Higher-Dimensional Spaces and Marks 16. Replicated Point Patterns and Designed Experiments -- 17. Point Patterns on a Linear Network -- Index of Notation -- Bibliography -- Index -- Back Cover |
| Item Description: | Description based upon print version of record |
| Physical Description: | 1 Online-Ressource (xvii, 810 Seiten) Diagramme |
| ISBN: | 9781482210217 |
Staff View
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Record in the Search Index
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| author | Baddeley, Adrian 1955- Rubak, Ege Turner, Rolf |
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| author_facet | Baddeley, Adrian 1955- Rubak, Ege Turner, Rolf |
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T19:58:40Z |
| indexdate | 2025-01-31T19:04:45Z |
| institution | BVB |
| isbn | 9781482210217 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033636849 |
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| physical | 1 Online-Ressource (xvii, 810 Seiten) Diagramme |
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| publishDate | 2016 |
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| publisher | CRC Press, Taylor & Francis Group |
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| series2 | Chapman & Hall/CRC interdisciplinary statistics series |
| spelling | Baddeley, Adrian 1955- Verfasser (DE-588)1068493526 aut Spatial point patterns methodology and applications with R Adrian Baddeley, Curtin University, Australia ; Ege Rubak, Aalborg University, Denmark ; Rolf Turner, University of Auckland, New Zealand Boka Raton ; London ; New York CRC Press, Taylor & Francis Group [2016] 1 Online-Ressource (xvii, 810 Seiten) Diagramme txt rdacontent c rdamedia cr rdacarrier Chapman & Hall/CRC interdisciplinary statistics series Description based upon print version of record 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 Front Cover -- Contents -- Preface -- Acknowledgements -- I. BASICS -- 1. Introduction -- 2. Software Essentials -- 3. Collecting and Handling Point Pattern Data -- 4. Inspecting and Exploring Data -- 5. Point Process Methods -- II. EXPLORATORY DATA ANALYSIS -- 6. Intensity -- 7. Correlation -- 8. Spacing -- 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 -- IV. ADDITIONAL STRUCTURE -- 15. Higher-Dimensional Spaces and Marks 16. Replicated Point Patterns and Designed Experiments -- 17. Point Patterns on a Linear Network -- Index of Notation -- Bibliography -- Index -- Back Cover R Programm (DE-588)4705956-4 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Räumliche Statistik (DE-588)4386767-4 gnd rswk-swf Spatial analysis (Statistics) Electronic books Räumliche Statistik (DE-588)4386767-4 s Datenanalyse (DE-588)4123037-1 s Modellierung (DE-588)4170297-9 s R Programm (DE-588)4705956-4 s DE-604 Rubak, Ege Verfasser (DE-588)1118759486 aut Turner, Rolf Verfasser (DE-588)1118759702 aut Erscheint auch als Druck-Ausgabe 978-1-4822-1020-0 1-4822-1020-7 (DE-604)BV043424760 |
| spellingShingle | Baddeley, Adrian 1955- Rubak, Ege Turner, Rolf Spatial point patterns methodology and applications with R R Programm (DE-588)4705956-4 gnd Datenanalyse (DE-588)4123037-1 gnd Modellierung (DE-588)4170297-9 gnd Räumliche Statistik (DE-588)4386767-4 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4123037-1 (DE-588)4170297-9 (DE-588)4386767-4 |
| title | Spatial point patterns methodology and applications with R |
| title_auth | Spatial point patterns methodology and applications with R |
| title_exact_search | Spatial point patterns methodology and applications with R |
| title_exact_search_txtP | Spatial point patterns methodology and applications with R |
| title_full | Spatial point patterns methodology and applications with R Adrian Baddeley, Curtin University, Australia ; Ege Rubak, Aalborg University, Denmark ; Rolf Turner, University of Auckland, New Zealand |
| title_fullStr | Spatial point patterns methodology and applications with R Adrian Baddeley, Curtin University, Australia ; Ege Rubak, Aalborg University, Denmark ; Rolf Turner, University of Auckland, New Zealand |
| title_full_unstemmed | Spatial point patterns methodology and applications with R Adrian Baddeley, Curtin University, Australia ; Ege Rubak, Aalborg University, Denmark ; Rolf Turner, University of Auckland, New Zealand |
| title_short | Spatial point patterns |
| title_sort | spatial point patterns methodology and applications with r |
| title_sub | methodology and applications with R |
| topic | R Programm (DE-588)4705956-4 gnd Datenanalyse (DE-588)4123037-1 gnd Modellierung (DE-588)4170297-9 gnd Räumliche Statistik (DE-588)4386767-4 gnd |
| topic_facet | R Programm Datenanalyse Modellierung Räumliche Statistik |
| work_keys_str_mv | AT baddeleyadrian spatialpointpatternsmethodologyandapplicationswithr AT rubakege spatialpointpatternsmethodologyandapplicationswithr AT turnerrolf spatialpointpatternsmethodologyandapplicationswithr |