Numerical methods of statistics:
This 2001 book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods; for mathematicians and computer scientists, it looks at the application o...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2001
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| Schriftenreihe: | Cambridge series on statistical and probabilistic mathematics
7 |
| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | This 2001 book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods; for mathematicians and computer scientists, it looks at the application of mathematical tools to statistical problems. The first half of the book provides a basic background in numerical analysis emphasizing issues important to statisticians. The next several chapters cover a broad array of statistical tools, such as maximum likelihood and nonlinear regression. The author also treats application of numerical tools: numerical integration and random number generation are explained in a unified manner reflecting complementary views of Monte Carlo methods. The book concludes with an examination of sorting, FFT and the application of other 'fast' algorithms to statistics. Each chapter contains exercises that range from the simple to research problems, as well as examples of the methods at work |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xiv, 428 pages) |
| ISBN: | 9780511812231 |
| DOI: | 10.1017/CBO9780511812231 |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Monahan, John F. |
| author_facet | Monahan, John F. |
| author_role | aut |
| author_sort | Monahan, John F. |
| author_variant | j f m jf jfm |
| building | Verbundindex |
| bvnumber | BV043940691 |
| classification_rvk | QH 230 SK 830 SK 900 |
| collection | ZDB-20-CBO |
| ctrlnum | (ZDB-20-CBO)CR9780511812231 (OCoLC)849959576 (DE-599)BVBBV043940691 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1017/CBO9780511812231 |
| format | Electronic eBook |
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| id | DE-604.BV043940691 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:14Z |
| institution | BVB |
| isbn | 9780511812231 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029349661 |
| oclc_num | 849959576 |
| open_access_boolean | |
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| owner_facet | DE-12 DE-92 |
| physical | 1 online resource (xiv, 428 pages) |
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| publishDate | 2001 |
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| publisher | Cambridge University Press |
| record_format | marc |
| series2 | Cambridge series on statistical and probabilistic mathematics |
| spelling | Monahan, John F. Verfasser aut Numerical methods of statistics John F. Monahan Cambridge Cambridge University Press 2001 1 online resource (xiv, 428 pages) txt rdacontent c rdamedia cr rdacarrier Cambridge series on statistical and probabilistic mathematics 7 Title from publisher's bibliographic system (viewed on 05 Oct 2015) This 2001 book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods; for mathematicians and computer scientists, it looks at the application of mathematical tools to statistical problems. The first half of the book provides a basic background in numerical analysis emphasizing issues important to statisticians. The next several chapters cover a broad array of statistical tools, such as maximum likelihood and nonlinear regression. The author also treats application of numerical tools: numerical integration and random number generation are explained in a unified manner reflecting complementary views of Monte Carlo methods. The book concludes with an examination of sorting, FFT and the application of other 'fast' algorithms to statistics. Each chapter contains exercises that range from the simple to research problems, as well as examples of the methods at work Datenverarbeitung Mathematical statistics / Data processing Numerical analysis Statistik (DE-588)4056995-0 gnd rswk-swf Numerisches Verfahren (DE-588)4128130-5 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Statistik (DE-588)4056995-0 s Numerisches Verfahren (DE-588)4128130-5 s 1\p DE-604 Datenverarbeitung (DE-588)4011152-0 s 2\p DE-604 Erscheint auch als Druckausgabe 978-0-521-15941-8 Erscheint auch als Druckausgabe 978-0-521-79168-7 https://doi.org/10.1017/CBO9780511812231 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Monahan, John F. Numerical methods of statistics Datenverarbeitung Mathematical statistics / Data processing Numerical analysis Statistik (DE-588)4056995-0 gnd Numerisches Verfahren (DE-588)4128130-5 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4128130-5 (DE-588)4011152-0 |
| title | Numerical methods of statistics |
| title_auth | Numerical methods of statistics |
| title_exact_search | Numerical methods of statistics |
| title_full | Numerical methods of statistics John F. Monahan |
| title_fullStr | Numerical methods of statistics John F. Monahan |
| title_full_unstemmed | Numerical methods of statistics John F. Monahan |
| title_short | Numerical methods of statistics |
| title_sort | numerical methods of statistics |
| topic | Datenverarbeitung Mathematical statistics / Data processing Numerical analysis Statistik (DE-588)4056995-0 gnd Numerisches Verfahren (DE-588)4128130-5 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| topic_facet | Datenverarbeitung Mathematical statistics / Data processing Numerical analysis Statistik Numerisches Verfahren |
| url | https://doi.org/10.1017/CBO9780511812231 |
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