Verfügbarkeit: Collecting spatial data

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Bibliographische Detailangaben
Titel:	Collecting spatial data optimum design of experiments for random fields ; with 6 tables
Von:	Werner G. Müller
Person:	Müller, Werner G. 1965- Verfasser aut
Hauptverfasser:	Müller, Werner G. 1965- (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Heidelberg [u.a.] Physica-Verl. 2001
Ausgabe:	2., rev. ed.
Schriftenreihe:	Contributions to statistics
Schlagworte:	Raumdaten Optimale Versuchsplanung Geostatistik Hochschulschrift
Online-Zugang:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009095828&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Beschreibung:	Spätere Aufl. im Verl. Springer, Berlin [u.a.] erschienen
Beschreibung:	XII, 196 S. graph. Darst.
ISBN:	3790813338

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Datensatz im Suchindex

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adam_text	Contents 1 Introduction 1 References.......................... 8 2 Fundamentals of Spatial Statistics 9 2.1 Estimation of Spatial Trend................ 11 2.2 Universal Kriging...................... 12 2.3 Local Regression...................... 15 2.4 Variogram Fitting ..................... 21 2.5 Example........................... 24 2.6 Exercises .......................... 28 References.......................... 32 3 Fundamentals of Experimental Design 37 3.1 Information Matrices.................... 39 3.2 Design Criteria....................... 44 3.3 Numerical Algorithms................... 51 3.4 Further Design Topics Useful in the Spatial Setting ... 53 3.5 Example........................... 57 3.6 Exercises .......................... 60 References.......................... 63 4 Exploratory Designs 69 4.1 Deterministic and Random Sampling........... 71 4.2 Space Filling Designs.................... 74 4.3 Designs for Local Regression ............... 77 4.4 Model Discriminating Designs............... 80 4.5 Example........................... 82 4.6 Exercises .......................... 84 References.......................... 87 x Contents 5 Designs for Spatial Trend Estimation 91 5.1 Approximate Information Matrices............92 5.2 Replication-free Designs..................95 5.3 Designs for Correlated Fields...............100 5.4 Designs for Spatial Prediction...............113 5.5 Example...........................115 5.6 Exercises ..........................119 References..........................121 6 Multipurpose Designs Including Designs for Variogram Fitting 125 6.1 Designs for Variogram Estimation ............127 6.2 Augmenting Designs....................130 6.3 Alternative Methods which Ignore Correlations.....132 6.4 Combining Different Purpose Designs ..........137 6.5 Example...........................140 6.6 Exercises ..........................143 References..........................147 Appendix 151 A.I Data Sets..........................151 A.2 Proofe for Chapter 2....................153 A.3 Proofe for Chapter 3....................154 A.4 Proofe for Chapter 4....................156 A.5 Proofe for Chapter 5....................159 A.6 Proofe for Chapter 6....................172 A.7 D2PT Description.....................174 References..........................181 List of Figures 183 Author Index 185 Subject Index 191
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discipline	Allgemeines Geologie / Paläontologie Mathematik Wirtschaftswissenschaften Geographie
edition	2., rev. ed.
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publishDate	2001
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publisher	Physica-Verl.
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series2	Contributions to statistics
spellingShingle	Müller, Werner G. 1965- Collecting spatial data optimum design of experiments for random fields ; with 6 tables Raumdaten (DE-588)4206012-6 gnd Optimale Versuchsplanung (DE-588)4043660-3 gnd Geostatistik (DE-588)4020279-3 gnd
subject_GND	(DE-588)4206012-6 (DE-588)4043660-3 (DE-588)4020279-3 (DE-588)4113937-9
title	Collecting spatial data optimum design of experiments for random fields ; with 6 tables
title_auth	Collecting spatial data optimum design of experiments for random fields ; with 6 tables
title_exact_search	Collecting spatial data optimum design of experiments for random fields ; with 6 tables
title_full	Collecting spatial data optimum design of experiments for random fields ; with 6 tables Werner G. Müller
title_fullStr	Collecting spatial data optimum design of experiments for random fields ; with 6 tables Werner G. Müller
title_full_unstemmed	Collecting spatial data optimum design of experiments for random fields ; with 6 tables Werner G. Müller
title_short	Collecting spatial data
title_sort	collecting spatial data optimum design of experiments for random fields with 6 tables
title_sub	optimum design of experiments for random fields ; with 6 tables
topic	Raumdaten (DE-588)4206012-6 gnd Optimale Versuchsplanung (DE-588)4043660-3 gnd Geostatistik (DE-588)4020279-3 gnd
topic_facet	Raumdaten Optimale Versuchsplanung Geostatistik Hochschulschrift
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009095828&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT mullerwernerg collectingspatialdataoptimumdesignofexperimentsforrandomfieldswith6tables

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