Lectures on probability and second order random fields:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Singapore [u.a.]
World Scientific
1995
|
| Schriftenreihe: | Series on advances in mathematics for applied sciences
30 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 146 S. Illustrationen |
| ISBN: | 9810219083 |
Internformat
MARC
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| 300 | |a XII, 146 S. |b Illustrationen | ||
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Datensatz im Suchindex
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| adam_text | SERIES ON ADVANCES IN MATHEMATICS FOR APPLIED SCIENCES - VOL. 30
LECTURES ON SECOND ORDER RRNDOM FIELDS DIEGO BRICIO HERNANDEZ WORLD
SCIENTIFIC SINGAPORE * NEW JERSEY * LONDON * HONG KONG CONTENTS PREFACE
VII 1 RANDOM VARIABLES 1 1.1 THE CONCEPT OF PROBABILITY 1 1.2 RANDOM
VARIABLES 5 1.3 DISTRIBUTIONS 8 1.4 EXPECTED VALUE 14 2 RANDOM VECTORS
21 2.1 JOINT DISTRIBUTIONS 21 2.2 INDEPENDENCE 26 2.3 TRANSFORMATIONS OF
RANDOM VECTORS 30 3 SAMPLING RANDOM VARIABLES 35 3.1 DESIGNING A
SAMPLING TECHNIQUE 35 3.2 MONTE CARLO METHODS 39 3.3 ERROR BOUNDS 43 4
SECOND ORDER PROPERTIES 51 4.1 ORTHOGONALITY 52 4.2 ORTHOGONAL
PROJECTIONS 56 4.3 CONDITIONAL EXPECTATION 59 4.4 OPTIMAL LINEAR
ESTIMATION 62 5 THE FOURIER TRANSFORM 67 5.1 CHARACTERISTIC FUNCTIONS 67
5.2 THE FOURIER TRANSFORM 71 5.3 THE PLANCHEREL THEOREM 76 XII CONTENTS
6 SECOND ORDER RANDOM FIELDS 81 6.1 COVARIANCE FUNCTIONS 81 6.2
CONSTRUCTION OF RANDOM FIELDS 86 6.3 ANALYTICAL PROPERTIES OF RANDOM
FIELDS 91 6.4 SPECTRAL REPRESENTATION OF COVARIANCES 98 7 SPECTRAL
REPRESENTATION OF RANDOM FIELDS 103 7.1 RANDOM MEASURES 103 7.2
STOCHASTIC INTEGRALS 107 7.3 THE SPECTRAL REPRESENTATION 112 8 SAMPLING
AND MODELING RANDOM FIELDS 117 8.1 SAMPLING ORTHOGONAL RANDOM MEASURES
118 8.2 FAST FOURIER COMPUTATIONS 121 8.3 SIMULATION AND ORTHOGONAL
EXPANSIONS 125 8.4 MEAN AND COVARIANCE ESTIMATION 130 BIBLIOGRAPHY 135 A
THE SOURCES 139 INDEX 141
|
| any_adam_object | 1 |
| author | Bricio Hernández, Diego |
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| author_facet | Bricio Hernández, Diego |
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| building | Verbundindex |
| bvnumber | BV011124170 |
| callnumber-first | Q - Science |
| callnumber-label | QA274 |
| callnumber-raw | QA274.45 |
| callnumber-search | QA274.45 |
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| callnumber-subject | QA - Mathematics |
| classification_rvk | SK 800 SK 820 |
| ctrlnum | (OCoLC)30894663 (DE-599)BVBBV011124170 |
| dewey-full | 519.2 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2 |
| dewey-search | 519.2 |
| dewey-sort | 3519.2 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Book |
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| id | DE-604.BV011124170 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:04:23Z |
| institution | BVB |
| isbn | 9810219083 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007453653 |
| oclc_num | 30894663 |
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| owner | DE-739 DE-703 DE-11 DE-188 |
| owner_facet | DE-739 DE-703 DE-11 DE-188 |
| physical | XII, 146 S. Illustrationen |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | World Scientific |
| record_format | marc |
| series | Series on advances in mathematics for applied sciences |
| series2 | Series on advances in mathematics for applied sciences |
| spelling | Bricio Hernández, Diego Verfasser (DE-588)1158379315 aut Lectures on probability and second order random fields Diego Bricio Hernández Singapore [u.a.] World Scientific 1995 XII, 146 S. Illustrationen txt rdacontent n rdamedia nc rdacarrier Series on advances in mathematics for applied sciences 30 Champs aléatoires ram Probabilities Random fields Zufälliges Feld (DE-588)4191094-1 gnd rswk-swf Ordnung 2 (DE-588)4350619-7 gnd rswk-swf Zufälliges Feld (DE-588)4191094-1 s Ordnung 2 (DE-588)4350619-7 s DE-604 Series on advances in mathematics for applied sciences 30 (DE-604)BV004569239 30 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007453653&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bricio Hernández, Diego Lectures on probability and second order random fields Series on advances in mathematics for applied sciences Champs aléatoires ram Probabilities Random fields Zufälliges Feld (DE-588)4191094-1 gnd Ordnung 2 (DE-588)4350619-7 gnd |
| subject_GND | (DE-588)4191094-1 (DE-588)4350619-7 |
| title | Lectures on probability and second order random fields |
| title_auth | Lectures on probability and second order random fields |
| title_exact_search | Lectures on probability and second order random fields |
| title_full | Lectures on probability and second order random fields Diego Bricio Hernández |
| title_fullStr | Lectures on probability and second order random fields Diego Bricio Hernández |
| title_full_unstemmed | Lectures on probability and second order random fields Diego Bricio Hernández |
| title_short | Lectures on probability and second order random fields |
| title_sort | lectures on probability and second order random fields |
| topic | Champs aléatoires ram Probabilities Random fields Zufälliges Feld (DE-588)4191094-1 gnd Ordnung 2 (DE-588)4350619-7 gnd |
| topic_facet | Champs aléatoires Probabilities Random fields Zufälliges Feld Ordnung 2 |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007453653&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV004569239 |
| work_keys_str_mv | AT briciohernandezdiego lecturesonprobabilityandsecondorderrandomfields |