Verfügbarkeit: Determining high-risk zones by using spatial point process methodology

Determining high-risk zones by using spatial point process methodology:

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Bibliographische Detailangaben
1. Verfasser:	Mahling, Monia (VerfasserIn)
Format:	Abschlussarbeit Buch
Sprache:	English
Veröffentlicht:	Göttingen Cuvillier 2013
Ausgabe:	1. Aufl.
Schlagworte:	Risikoanalyse Blindgänger Punktprozess Deutschland Hochschulschrift
Online-Zugang:	kostenfrei https://nbn-resolving.org/urn:nbn:de:bvb:19-158863 Inhaltsverzeichnis
Beschreibung:	VII, 204 S. Ill., zahlr. graph. Darst., Kt.
ISBN:	9783954044672

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MARC


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Datensatz im Suchindex

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adam_text	IMAGE 1 CONTENTS 1. BACKGROUND AND MOTIVATION 1 2. SPATIAL POINT PROCESSES 7 2.1. INTRODUCTION TO SPATIAL POINT PROCESSES 7 2.1.1. DEFINITION AND BASIC PROPERTIES 7 2.1.2. INTENSITY 8 2.1.3. MOMENTS 9 2.1.4. STATIONARITY AND ISOTROPY 10 2.2. COMPLETE SPATIAL RANDOMNESS: THE POISSON POINT PROCESS 12 2.3. CLUSTERING AND REGULARITY 14 2.4. INHOMOGENEITY 15 2.5. SPATIAL POINT PROCESS MODELS 17 2.5.1. INHOMOGENEOUS POISSON POINT PROCESS 17 2.5.2. CLUSTER PROCESSES 18 2.5.3. COX PROCESSES 19 3. PROPERTIES OF THE BOMB CRATER POINT PATTERN DATA 21 3.1. EMPTY-SPACE FUNCTION 24 3.2. NEAREST-NEIGHBOUR DISTANCE DISTRIBUTION FUNCTION 27 3.3. J-FIINCTION 30 3.4. RIPLEY S K-FUNCTION 33 3.5. PAIR CORRELATION FUNCTION 39 3.6. CHARACTERISTICS FOR INHOMOGENEOUS PROCESSES 42 4. METHODS FOR CONSTRUCTING HIGH-RISK ZONES 51 4.1. TRADITIONAL METHOD 51 4.2. QUANTILE-BASED METHOD 54 4.3. INTENSITY-BASED METHOD 58 4.3.1. BASIC IDEA 58 4.3.2. ESTIMATION OF THE INTENSITY FUNCTION BY KERNEL METHODS 58 4.3.3. DIRECT SPECIFICATION OF THE THRESHOLD C 63 4.3.4. SPECIFICATION OF THE THRESHOLD C VIA THE GLOBAL FAILURE PROBABILITY . . 66 5. APPLICATION AND EVALUATION 69 5.1. MODEL CHECK 69 5.2. SIMULATION STUDY 73 HTTP://D-NB.INFO/1038200016 IMAGE 2 VI CONTENTS 5.2.1. SETTING 73 5.2.2. RESULTS FOR THE BOMB CRATER DATA 74 5.3. HIGH-RISK ZONES WITH FIXED AREA 85 5.3.1. SETTING 85 5.3.2. RESULTS FOR THE BOMB CRATER DATA 85 5.4. PROPERTIES OF THE METHODS FOR CONSTRUCTING HIGH-RISK ZONES 96 5.5. APPLICATION TO SIMULATED PATTERNS 99 6. RISK ASSESSMENT 105 6.1. SIMULATION PROCEDURE BASED ON THE ESTIMATED INTENSITY FUNCTION 105 6.2. RESULTS 106 6.3. BOOTSTRAP CORRECTION 108 7. SPATIAL CLUSTERING 113 7.1. SENSITIVITY ANALYSIS 113 7.1.1. SIMULATION PROCEDURE BASED ON THE INTENSITY 113 7.1.2. BEHAVIOUR OF THE HIGH-RISK ZONES 114 7.2. FITTING CLUSTER MODELS TO THE BOMB CRATER PATTERNS 118 7.2.1. SUMMARY FUNCTIONS FOR THOMAS AND MATERN PROCESSES 118 7.2.2. METHOD OF MINIMUM CONTRAST 118 7.2.3. APPLICATION TO EXAMPLES A TO F 119 7.2.4. SENSITIVITY ANALYSIS BASED ON THOMAS PROCESSES 133 7.3. MODELLING THE INTENSITY OF CLUSTERED PATTERNS BY USING A MIXTURE OF BIVARIATE NORMAL DISTRIBUTIONS 137 7.3.1. MODEL AND ESTIMATION OF MODEL PARAMETERS 137 7.3.2. PROPERTIES 138 7.3.3. BEHAVIOUR OF THE HIGH-RISK ZONES 144 7.3.4. CONSTRUCTING HIGH-RISK ZONES BASED ON THE MIXTURE INTENSITY .... 144 8. R PACKAGE HIGHRISKZONE 147 8.1. DATA STRUCTURE 147 8.2. DETERMINING HIGH-RISK ZONES 149 8.3. EVALUATING A SINGLE HIGH-RISK ZONE 154 8.4. EVALUATING A CONSTRUCTION METHOD FOR HIGH-RISK ZONES 156 9. DISCUSSION 159 9.1. SUMMARY 159 9.2. OUTLOOK 161 A. INCOMPLETE BOMB CRATER PATTERNS 165 A.L. SCENARIOS 165 A.2. CONSEQUENCES OF INCOMPLETELY OBSERVED BOMB CRATER PATTERNS FOR SIMULATED EXAMPLES 167 IMAGE 3 CONTENTS VII A.3. REAL-DATA EXAMPLES 174 B. DEFINITION OF GUARD REGIONS 179 C. MARKED POINT PROCESSES 185 D. CONSEQUENCES OF OUTLIERS 189 E. SPATIALLY VARYING PROBABILITY OF NON-EXPLOSION 193 BIBLIOGRAPHY 197
any_adam_object	1
author	Mahling, Monia
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dewey-tens	510 - Mathematics
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spelling	Mahling, Monia Verfasser aut Determining high-risk zones by using spatial point process methodology Monia Mahling 1. Aufl. Göttingen Cuvillier 2013 VII, 204 S. Ill., zahlr. graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier München, Univ., Diss., 2013 Risikoanalyse (DE-588)4137042-9 gnd rswk-swf Blindgänger (DE-588)4462894-8 gnd rswk-swf Punktprozess (DE-588)4138173-7 gnd rswk-swf Deutschland (DE-588)4011882-4 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Deutschland (DE-588)4011882-4 g Blindgänger (DE-588)4462894-8 s Risikoanalyse (DE-588)4137042-9 s Punktprozess (DE-588)4138173-7 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:19-158863 http://edoc.ub.uni-muenchen.de/15886/ Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:19-158863 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026191905&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Mahling, Monia Determining high-risk zones by using spatial point process methodology Risikoanalyse (DE-588)4137042-9 gnd Blindgänger (DE-588)4462894-8 gnd Punktprozess (DE-588)4138173-7 gnd
subject_GND	(DE-588)4137042-9 (DE-588)4462894-8 (DE-588)4138173-7 (DE-588)4011882-4 (DE-588)4113937-9
title	Determining high-risk zones by using spatial point process methodology
title_auth	Determining high-risk zones by using spatial point process methodology
title_exact_search	Determining high-risk zones by using spatial point process methodology
title_full	Determining high-risk zones by using spatial point process methodology Monia Mahling
title_fullStr	Determining high-risk zones by using spatial point process methodology Monia Mahling
title_full_unstemmed	Determining high-risk zones by using spatial point process methodology Monia Mahling
title_short	Determining high-risk zones by using spatial point process methodology
title_sort	determining high risk zones by using spatial point process methodology
topic	Risikoanalyse (DE-588)4137042-9 gnd Blindgänger (DE-588)4462894-8 gnd Punktprozess (DE-588)4138173-7 gnd
topic_facet	Risikoanalyse Blindgänger Punktprozess Deutschland Hochschulschrift
url	http://edoc.ub.uni-muenchen.de/15886/ https://nbn-resolving.org/urn:nbn:de:bvb:19-158863 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026191905&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT mahlingmonia determininghighriskzonesbyusingspatialpointprocessmethodology

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