Theoretical aspects of spatial-temporal modeling:
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Tokyo
Springer
[2015]
|
| Schriftenreihe: | SpringerBriefs in statistics JSS research series in statistics
|
| Schlagworte: | |
| Online-Zugang: | DE-634 DE-861 DE-91 DE-19 DE-703 DE-20 DE-739 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource (XV, 124 Seiten, 18 illus., 13 illus. in color) |
| ISBN: | 9784431553366 |
| ISSN: | 2191-544X |
| DOI: | 10.1007/978-4-431-55336-6 |
Internformat
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Datensatz im Suchindex
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| adam_text |
THEORETICAL ASPECTS OF SPATIAL-TEMPORAL MODELING
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
1 PARTICLE ASSOCIATION MEASURES AND MULTIPLE TARGET TRACKING(PIERRE
DEL MORAL AND JEREMIE HOUSSINEAU)
2 AN OVERVIEW OF RECENT ADVANCES IN MONTE-CARLO METHODS FOR BAYESIAN
FILTERING IN HIGH-DIMENSIONAL SPACES (FRANCOIS SEPTIER AND GARETH W.
PETERS)
3 SPECTRAL MEASURES OF Α-STABLE DISTRIBUTIONS: AN OVERVIEW AND NATURAL
APPLICATIONS IN WIRELESS COMMUNICATIONS (NOURDDINE AZZAOUI, LAURENT
CLAVIER, ARNAUD GUILLIN AND GARETH W. PETERS)
4 NETWORKS, RANDOM GRAPHS AND PERCOLATION (PHILIPPE DEPREZ AND MARIO V.
WUETHRICH)
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
THEORETICAL ASPECTS OF SPATIAL-TEMPORAL MODELING
/
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK PROVIDES A MODERN INTRODUCTORY TUTORIAL ON SPECIALIZED
THEORETICAL ASPECTS OF SPATIAL AND TEMPORAL MODELING. THE AREAS COVERED
INVOLVE A RANGE OF TOPICS WHICH REFLECT THE DIVERSITY OF THIS DOMAIN OF
RESEARCH ACROSS A NUMBER OF QUANTITATIVE DISCIPLINES. FOR INSTANCE, THE
FIRST CHAPTER PROVIDES UP-TO-DATE COVERAGE OF PARTICLE ASSOCIATION
MEASURES THAT UNDERPIN THE THEORETICAL PROPERTIES OF RECENTLY DEVELOPED
RANDOM SET METHODS IN SPACE AND TIME OTHERWISE KNOWN AS THE CLASS OF
PROBABILITY HYPOTHESIS DENSITY FRAMEWORK (PHD FILTERS). THE SECOND
CHAPTER GIVES AN OVERVIEW OF RECENT ADVANCES IN MONTE CARLO METHODS FOR
BAYESIAN FILTERING IN HIGH-DIMENSIONAL SPACES. IN PARTICULAR, THE
CHAPTER EXPLAINS HOW ONE MAY EXTEND CLASSICAL SEQUENTIAL MONTE CARLO
METHODS FOR FILTERING AND STATIC INFERENCE PROBLEMS TO HIGH DIMENSIONS
AND BIG-DATA APPLICATIONS. THE THIRD CHAPTER PRESENTS AN OVERVIEW OF
GENERALIZED FAMILIES OF PROCESSES THAT EXTEND THE CLASS OF GAUSSIAN
PROCESS MODELS TO HEAVY-TAILED FAMILIES KNOWN AS ALPHA-STABLE PROCESSES.
IN PARTICULAR, IT COVERS ASPECTS OF CHARACTERIZATION VIA THE SPECTRAL
MEASURE OF HEAVY-TAILED DISTRIBUTIONS AND THEN PROVIDES AN OVERVIEW OF
THEIR APPLICATIONS IN WIRELESS COMMUNICATIONS CHANNEL MODELING. THE
FINAL CHAPTER CONCLUDES WITH AN OVERVIEW OF ANALYSIS FOR PROBABILISTIC
SPATIAL PERCOLATION METHODS THAT ARE RELEVANT IN THE MODELING OF
GRAPHICAL NETWORKS AND CONNECTIVITY APPLICATIONS IN SENSOR NETWORKS,
WHICH ALSO INCORPORATE STOCHASTIC GEOMETRY FEATURES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
| any_adam_object | 1 |
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| author_GND | (DE-588)1084592576 |
| author_facet | Peters, Gareth Matsui, Tomoko |
| building | Verbundindex |
| bvnumber | BV043309526 |
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| discipline | Mathematik |
| doi_str_mv | 10.1007/978-4-431-55336-6 |
| format | Electronic eBook |
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| indexdate | 2024-11-06T09:03:32Z |
| institution | BVB |
| isbn | 9784431553366 |
| issn | 2191-544X |
| language | English |
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| spelling | Theoretical aspects of spatial-temporal modeling Gareth William Peters, Tomoko Matsui, editors Tokyo Springer [2015] © 2015 1 Online Ressource (XV, 124 Seiten, 18 illus., 13 illus. in color) txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in statistics JSS research series in statistics 2191-544X Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistik Peters, Gareth (DE-588)1084592576 edt Matsui, Tomoko edt Erscheint auch als Druckausgabe 978-4-431-55335-9 https://doi.org/10.1007/978-4-431-55336-6 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730215&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=028730215&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Theoretical aspects of spatial-temporal modeling Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistik |
| title | Theoretical aspects of spatial-temporal modeling |
| title_auth | Theoretical aspects of spatial-temporal modeling |
| title_exact_search | Theoretical aspects of spatial-temporal modeling |
| title_full | Theoretical aspects of spatial-temporal modeling Gareth William Peters, Tomoko Matsui, editors |
| title_fullStr | Theoretical aspects of spatial-temporal modeling Gareth William Peters, Tomoko Matsui, editors |
| title_full_unstemmed | Theoretical aspects of spatial-temporal modeling Gareth William Peters, Tomoko Matsui, editors |
| title_short | Theoretical aspects of spatial-temporal modeling |
| title_sort | theoretical aspects of spatial temporal modeling |
| topic | Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistik |
| topic_facet | Statistics Statistical Theory and Methods Statistics and Computing/Statistics Programs Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistik |
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