Mixtures: estimation and applications
Saved in:
| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley
2011
|
| Series: | Wiley series in probability and statistics
|
| Subjects: | |
| Online Access: | FRO01 UBG01 Volltext |
| Item Description: | Includes bibliographical references and index This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete. The editors provide a complete account of the applications, mathematical structure and statistical analysis of finite mixture distributions along with MCMC computational methods, together with a range of detailed discussions covering the applications of the methods and features chapters from the leading experts on the subje |
| Physical Description: | 1 Online-Ressource (xviii, 311 pages) |
| ISBN: | 9781119995678 1119995671 9781119995685 111999568X |
Staff View
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| dewey-full | 519.2/4 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2/4 |
| dewey-search | 519.2/4 |
| dewey-sort | 3519.2 14 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| isbn | 9781119995678 1119995671 9781119995685 111999568X |
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| spelling | Mixtures estimation and applications edited by Kerrie L. Mengersen, Christian P. Robert, D. Michael Titterington Hoboken, N.J. Wiley 2011 1 Online-Ressource (xviii, 311 pages) txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics Includes bibliographical references and index This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete. The editors provide a complete account of the applications, mathematical structure and statistical analysis of finite mixture distributions along with MCMC computational methods, together with a range of detailed discussions covering the applications of the methods and features chapters from the leading experts on the subje Mixture distributions (Probability theory) MATHEMATICS / Probability & Statistics / General bisacsh Mixture distributions (Probability theory) fast Statistik (DE-588)4056995-0 gnd rswk-swf Gemischtes Modell (DE-588)4156565-4 gnd rswk-swf Electronic books 1\p (DE-588)1071861417 Konferenzschrift gnd-content Statistik (DE-588)4056995-0 s Gemischtes Modell (DE-588)4156565-4 s 2\p DE-604 Mengersen, Kerrie L. Sonstige oth Robert, Christian P. Sonstige oth Titterington, D. M. Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-1-119-99389-6 Erscheint auch als Druck-Ausgabe, Hardcover 1-119-99389-X https://onlinelibrary.wiley.com/doi/book/10.1002/9781119995678 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 | Mixtures estimation and applications Mixture distributions (Probability theory) MATHEMATICS / Probability & Statistics / General bisacsh Mixture distributions (Probability theory) fast Statistik (DE-588)4056995-0 gnd Gemischtes Modell (DE-588)4156565-4 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4156565-4 (DE-588)1071861417 |
| title | Mixtures estimation and applications |
| title_auth | Mixtures estimation and applications |
| title_exact_search | Mixtures estimation and applications |
| title_full | Mixtures estimation and applications edited by Kerrie L. Mengersen, Christian P. Robert, D. Michael Titterington |
| title_fullStr | Mixtures estimation and applications edited by Kerrie L. Mengersen, Christian P. Robert, D. Michael Titterington |
| title_full_unstemmed | Mixtures estimation and applications edited by Kerrie L. Mengersen, Christian P. Robert, D. Michael Titterington |
| title_short | Mixtures |
| title_sort | mixtures estimation and applications |
| title_sub | estimation and applications |
| topic | Mixture distributions (Probability theory) MATHEMATICS / Probability & Statistics / General bisacsh Mixture distributions (Probability theory) fast Statistik (DE-588)4056995-0 gnd Gemischtes Modell (DE-588)4156565-4 gnd |
| topic_facet | Mixture distributions (Probability theory) MATHEMATICS / Probability & Statistics / General Statistik Gemischtes Modell Konferenzschrift |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781119995678 |
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