The design and analysis of computer experiments:
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Springer
2003
|
| Series: | Springer series in statistics
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 251 - 271 |
| Physical Description: | XII, 283 S. graph. Darst. : 24 cm |
| ISBN: | 0387954201 |
Staff View
MARC
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| 100 | 1 | |a Santner, Thomas J. |e Verfasser |0 (DE-588)1224481283 |4 aut | |
| 245 | 1 | 0 | |a The design and analysis of computer experiments |c Thomas J. Santner ; Brian J. Williams ; William I. Notz |
| 264 | 1 | |a New York [u.a.] |b Springer |c 2003 | |
| 300 | |a XII, 283 S. |b graph. Darst. : 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 490 | 0 | |a Springer series in statistics | |
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| 650 | 4 | |a Physical sciences |x Experiments |x Computer simulation | |
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| 700 | 1 | |a Notz, William I. |d 1951- |e Verfasser |0 (DE-588)137381239 |4 aut | |
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Record in the Search Index
| _version_ | 1804130350208647168 |
|---|---|
| adam_text | Contents
Preface
vu
Physical Experiments and Computer Experiments
1.1
1.2
1.2.1
1.2.2
1.2.3
1.2.4
1.3
Preliminaries
2.1
2.2
2.2.1
2.2.2
2.2.3
2.2.4
2.3
2.3.1
2.3.2
2.3.3
Function Model
Contents
2.3.4
with Given Smoothness Properties
2.3.5
Predicting Output from Computer Experiments
3.1
3.2
3.2.1
3.2.2
3.2.3
3.3
3.3.1
3.3.2
Unknown
3.4
3.4.1
3.4.2
3.4.3
3.4.4
Additional Topics in Prediction Methodology
4.1
4.1.1
4.1.2
Known
4.1.3
4.1.4
ters Are Unknown
4.2
4.2.1
4.2.2
4.2.3
4.2.4
4.3
Space-Filling Designs for Computer Experiments
5.1
5.1.1
5.1.2
5.2
5.2.1
Selecting Samples
5.2.2
5.2.3
5.2.4
Contents xi
5.3
5.4
5.5
5.6
5.6.1
ified Sampling with Random Sampling
5.6.2
5.6.3
5.6.4
Some Criterion-based Experimental Designs
6.1
6.2
Error Criterion
6.2.1
6.2.2
6.3
6.3.1
6.3.2
6.3.3
6.3.4
6.3.5
6.3.6
Sensitivity Analysis, Validation, and Other Issues
7.1
7.1.1
7.1.2
relations
7.1.3
7.1.4
positions
7.1.5
7.2
7.2.1
7.2.2
7.2.3
List of Notation
A.I Abbreviations
A.2 Symbols
Mathematical Eacts
B.I The Multivariate Normal Distribution
B.2 The Non-Central Student t Distribution
xii Contents
В.
С
C.I Introduction
C.2 PErK Job File Options and Output
C.3 Examples
References
Subject Index
Author Index
|
| any_adam_object | 1 |
| author | Santner, Thomas J. Williams, Brian J. 1970- Notz, William I. 1951- |
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| author_facet | Santner, Thomas J. Williams, Brian J. 1970- Notz, William I. 1951- |
| author_role | aut aut aut |
| author_sort | Santner, Thomas J. |
| author_variant | t j s tj tjs b j w bj bjw w i n wi win |
| building | Verbundindex |
| bvnumber | BV017589583 |
| callnumber-first | Q - Science |
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| callnumber-raw | QA279.S235 2003 |
| callnumber-search | QA279.S235 2003 |
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| classification_tum | NAT 135f MAT 629f |
| ctrlnum | (OCoLC)51861918 (DE-599)BVBBV017589583 |
| dewey-full | 519.5 519.521 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 519.5 21 |
| dewey-search | 519.5 519.5 21 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Allgemeine Naturwissenschaft Informatik Mathematik |
| format | Book |
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| indexdate | 2024-07-09T19:19:38Z |
| institution | BVB |
| isbn | 0387954201 |
| language | English |
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| physical | XII, 283 S. graph. Darst. : 24 cm |
| publishDate | 2003 |
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| series2 | Springer series in statistics |
| spelling | Santner, Thomas J. Verfasser (DE-588)1224481283 aut The design and analysis of computer experiments Thomas J. Santner ; Brian J. Williams ; William I. Notz New York [u.a.] Springer 2003 XII, 283 S. graph. Darst. : 24 cm txt rdacontent n rdamedia nc rdacarrier Springer series in statistics Literaturverz. S. 251 - 271 Planejamento e análise de experimentos (simulação computacional) larpcal Experimental design Physical sciences Experiments Computer simulation Versuchsplanung (DE-588)4078859-3 gnd rswk-swf Computersimulation (DE-588)4148259-1 gnd rswk-swf Versuchsplanung (DE-588)4078859-3 s Computersimulation (DE-588)4148259-1 s DE-604 Williams, Brian J. 1970- Verfasser (DE-588)1224481356 aut Notz, William I. 1951- Verfasser (DE-588)137381239 aut Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010582385&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Santner, Thomas J. Williams, Brian J. 1970- Notz, William I. 1951- The design and analysis of computer experiments Planejamento e análise de experimentos (simulação computacional) larpcal Experimental design Physical sciences Experiments Computer simulation Versuchsplanung (DE-588)4078859-3 gnd Computersimulation (DE-588)4148259-1 gnd |
| subject_GND | (DE-588)4078859-3 (DE-588)4148259-1 |
| title | The design and analysis of computer experiments |
| title_auth | The design and analysis of computer experiments |
| title_exact_search | The design and analysis of computer experiments |
| title_full | The design and analysis of computer experiments Thomas J. Santner ; Brian J. Williams ; William I. Notz |
| title_fullStr | The design and analysis of computer experiments Thomas J. Santner ; Brian J. Williams ; William I. Notz |
| title_full_unstemmed | The design and analysis of computer experiments Thomas J. Santner ; Brian J. Williams ; William I. Notz |
| title_short | The design and analysis of computer experiments |
| title_sort | the design and analysis of computer experiments |
| topic | Planejamento e análise de experimentos (simulação computacional) larpcal Experimental design Physical sciences Experiments Computer simulation Versuchsplanung (DE-588)4078859-3 gnd Computersimulation (DE-588)4148259-1 gnd |
| topic_facet | Planejamento e análise de experimentos (simulação computacional) Experimental design Physical sciences Experiments Computer simulation Versuchsplanung Computersimulation |
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