Finite mixture models:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York
Wiley
© 2000
|
| Schriftenreihe: | Wiley series in probability and statistics. Applied probability and statistics section
|
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 UBY01 Volltext |
| Beschreibung: | Includes bibliographical references (pages 349-393) and indexes An up-to-date, comprehensive account of major issues in finite mixture modeling This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts |
| Beschreibung: | 1 Online-Ressource (xxii, 419 pages) |
| ISBN: | 047165406X 9780471654063 0471721182 9780471721185 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804175952574414848 |
|---|---|
| any_adam_object | |
| author | McLachlan, Geoffrey J. |
| author_facet | McLachlan, Geoffrey J. |
| author_role | aut |
| author_sort | McLachlan, Geoffrey J. |
| author_variant | g j m gj gjm |
| building | Verbundindex |
| bvnumber | BV043384886 |
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| 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 Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | DE-604.BV043384886 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:28Z |
| institution | BVB |
| isbn | 047165406X 9780471654063 0471721182 9780471721185 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028803470 |
| oclc_num | 53371661 |
| open_access_boolean | |
| owner | DE-861 DE-706 |
| owner_facet | DE-861 DE-706 |
| physical | 1 Online-Ressource (xxii, 419 pages) |
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| publishDate | 2000 |
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| spelling | McLachlan, Geoffrey J. Verfasser aut Finite mixture models G.J. McLachlan and D. Peel New York Wiley © 2000 1 Online-Ressource (xxii, 419 pages) txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics. Applied probability and statistics section Includes bibliographical references (pages 349-393) and indexes An up-to-date, comprehensive account of major issues in finite mixture modeling This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts Applied Probability and Statistics Distribution composée (Théorie des probabilités) MATHEMATICS / Probability & Statistics / General bisacsh Mixture distributions (Probability theory) fast Mixture distributions (Probability theory) Schätztheorie (DE-588)4121608-8 gnd rswk-swf Zusammengesetzte Verteilung (DE-588)4191153-2 gnd rswk-swf Schätztheorie (DE-588)4121608-8 s Zusammengesetzte Verteilung (DE-588)4191153-2 s 1\p DE-604 Peel, David Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 0-471-00626-2 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-471-00626-8 https://onlinelibrary.wiley.com/doi/book/10.1002/0471721182 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | McLachlan, Geoffrey J. Finite mixture models Applied Probability and Statistics Distribution composée (Théorie des probabilités) MATHEMATICS / Probability & Statistics / General bisacsh Mixture distributions (Probability theory) fast Mixture distributions (Probability theory) Schätztheorie (DE-588)4121608-8 gnd Zusammengesetzte Verteilung (DE-588)4191153-2 gnd |
| subject_GND | (DE-588)4121608-8 (DE-588)4191153-2 |
| title | Finite mixture models |
| title_auth | Finite mixture models |
| title_exact_search | Finite mixture models |
| title_full | Finite mixture models G.J. McLachlan and D. Peel |
| title_fullStr | Finite mixture models G.J. McLachlan and D. Peel |
| title_full_unstemmed | Finite mixture models G.J. McLachlan and D. Peel |
| title_short | Finite mixture models |
| title_sort | finite mixture models |
| topic | Applied Probability and Statistics Distribution composée (Théorie des probabilités) MATHEMATICS / Probability & Statistics / General bisacsh Mixture distributions (Probability theory) fast Mixture distributions (Probability theory) Schätztheorie (DE-588)4121608-8 gnd Zusammengesetzte Verteilung (DE-588)4191153-2 gnd |
| topic_facet | Applied Probability and Statistics Distribution composée (Théorie des probabilités) MATHEMATICS / Probability & Statistics / General Mixture distributions (Probability theory) Schätztheorie Zusammengesetzte Verteilung |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/0471721182 |
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