Data-driven modelling of structured populations: a practical guide to the integral projection model
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
|
| Schriftenreihe: | Lecture notes on mathematical modelling in the life sciences
|
| Schlagworte: | |
| Online-Zugang: | DE-634 DE-898 DE-861 DE-91 DE-19 DE-703 DE-20 DE-824 DE-739 URL des Erstveröffentlichers Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XIII, 329 Seiten, 67 illus., 29 illus. in color) |
| ISBN: | 9783319288932 |
| ISSN: | 2193-4789 |
| DOI: | 10.1007/978-3-319-28893-2 |
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Datensatz im Suchindex
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| adam_text |
DATA-DRIVEN MODELLING OF STRUCTURED POPULATIONS
/ ELLNER, STEPHEN P.
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
SIMPLE DETERMINISTIC IPM
BASIC ANALYSIS 1: DEMOGRAPHIC MEASURES AND EVENTS IN THE LIFE CYCLE
BASIC ANALYSIS 2: PROSPECTIVE PERTURBATION ANALYSIS
DENSITY DEPENDENCE
GENERAL DETERMINISTIC IPM
ENVIRONMENTAL STOCHASTICITY
SPATIAL MODELS
EVOLUTIONARY DEMOGRAPHY
FUTURE DIRECTIONS AND ADVANCED TOPICS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DATA-DRIVEN MODELLING OF STRUCTURED POPULATIONS
/ ELLNER, STEPHEN P.
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK IS A “HOW TO” GUIDE FOR MODELING POPULATION DYNAMICS USING
INTEGRAL PROJECTION MODELS (IPM) STARTING FROM OBSERVATIONAL DATA. IT IS
WRITTEN BY A LEADING RESEARCH TEAM IN THIS AREA AND INCLUDES CODE IN THE
R LANGUAGE (IN THE TEXT AND ONLINE) TO CARRY OUT ALL COMPUTATIONS. THE
INTENDED AUDIENCE ARE ECOLOGISTS, EVOLUTIONARY BIOLOGISTS, AND
MATHEMATICAL BIOLOGISTS INTERESTED IN DEVELOPING DATA-DRIVEN MODELS FOR
ANIMAL AND PLANT POPULATIONS. IPMS MAY SEEM HARD AS THEY INVOLVE
INTEGRALS. THE AIM OF THIS BOOK IS TO DEMYSTIFY IPMS, SO THEY BECOME THE
MODEL OF CHOICE FOR POPULATIONS STRUCTURED BY SIZE OR OTHER CONTINUOUSLY
VARYING TRAITS. THE BOOK USES REAL EXAMPLES OF INCREASING COMPLEXITY TO
SHOW HOW THE LIFE-CYCLE OF THE STUDY ORGANISM NATURALLY LEADS TO THE
APPROPRIATE STATISTICAL ANALYSIS, WHICH LEADS DIRECTLY TO THE IPM
ITSELF. A WIDE RANGE OF MODEL TYPES AND ANALYSES ARE PRESENTED,
INCLUDING MODEL CONSTRUCTION, COMPUTATIONAL METHODS, AND THE UNDERLYING
THEORY, WITH THE MORE TECHNICAL MATERIAL IN BOXES AND APPENDICES.
SELF-CONTAINED R CODE WHICH REPLICATES ALL OF THE FIGURES AND
CALCULATIONS WITHIN THE TEXT IS AVAILABLE TO READERS ON GITHUB. STEPHEN
P. ELLNER IS HORACE WHITE PROFESSOR OF ECOLOGY AND EVOLUTIONARY BIOLOGY
AT CORNELL UNIVERSITY, USA; DYLAN Z. CHILDS IS LECTURER AND NERC
POSTDOCTORAL FELLOW IN THE DEPARTMENT OF ANIMAL AND PLANT SCIENCES AT
THE UNIVERSITY OF SHEFFIELD, UK; MARK REES IS PROFESSOR IN THE
DEPARTMENT OF ANIMAL AND PLANT SCIENCES AT THE UNIVERSITY OF SHEFFIELD,
UK.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
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| discipline | Biologie Mathematik |
| doi_str_mv | 10.1007/978-3-319-28893-2 |
| format | Electronic eBook |
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| spelling | Ellner, Stephen P. Verfasser aut Data-driven modelling of structured populations a practical guide to the integral projection model Stephen P. Ellner, Dylan Z. Childs, Mark Rees [Cham] Springer [2016] © 2016 1 Online-Ressource (XIII, 329 Seiten, 67 illus., 29 illus. in color) txt rdacontent c rdamedia cr rdacarrier Lecture notes on mathematical modelling in the life sciences 2193-4789 Mathematics Bioinformatics Computational biology Biomathematics Mathematical and Computational Biology Computer Appl. in Life Sciences Mathematik Populationsdynamik (DE-588)4046803-3 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf Populationsdynamik (DE-588)4046803-3 s Statistisches Modell (DE-588)4121722-6 s 1\p DE-604 Childs, Dylan Z. Verfasser aut Rees, Mark Verfasser aut Erscheint auch als Druckausgabe 978-3-319-28891-8 https://doi.org/10.1007/978-3-319-28893-2 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994271&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994271&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Ellner, Stephen P. Childs, Dylan Z. Rees, Mark Data-driven modelling of structured populations a practical guide to the integral projection model Mathematics Bioinformatics Computational biology Biomathematics Mathematical and Computational Biology Computer Appl. in Life Sciences Mathematik Populationsdynamik (DE-588)4046803-3 gnd Statistisches Modell (DE-588)4121722-6 gnd |
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| title | Data-driven modelling of structured populations a practical guide to the integral projection model |
| title_auth | Data-driven modelling of structured populations a practical guide to the integral projection model |
| title_exact_search | Data-driven modelling of structured populations a practical guide to the integral projection model |
| title_full | Data-driven modelling of structured populations a practical guide to the integral projection model Stephen P. Ellner, Dylan Z. Childs, Mark Rees |
| title_fullStr | Data-driven modelling of structured populations a practical guide to the integral projection model Stephen P. Ellner, Dylan Z. Childs, Mark Rees |
| title_full_unstemmed | Data-driven modelling of structured populations a practical guide to the integral projection model Stephen P. Ellner, Dylan Z. Childs, Mark Rees |
| title_short | Data-driven modelling of structured populations |
| title_sort | data driven modelling of structured populations a practical guide to the integral projection model |
| title_sub | a practical guide to the integral projection model |
| topic | Mathematics Bioinformatics Computational biology Biomathematics Mathematical and Computational Biology Computer Appl. in Life Sciences Mathematik Populationsdynamik (DE-588)4046803-3 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| topic_facet | Mathematics Bioinformatics Computational biology Biomathematics Mathematical and Computational Biology Computer Appl. in Life Sciences Mathematik Populationsdynamik Statistisches Modell |
| url | https://doi.org/10.1007/978-3-319-28893-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994271&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994271&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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