Statistical models:
Models and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival a...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2003
|
| Series: | Cambridge series on statistical and probabilistic mathematics
11 |
| Subjects: | |
| Online Access: | DE-12 DE-92 Volltext |
| Summary: | Models and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival analysis, missing data, Markov chains, Markov random fields, point processes, graphical models, simulation and Markov chain Monte Carlo, estimating functions, asymptotic approximations, local likelihood and spline regressions as well as on more standard topics such as likelihood and linear and generalized linear models. Each chapter contains a wide range of problems and exercises. Practicals in the S language designed to build computing and data analysis skills, and a library of data sets to accompany the book, are available over the Web |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (x, 726 pages) |
| ISBN: | 9780511815850 |
| DOI: | 10.1017/CBO9780511815850 |
Staff View
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Record in the Search Index
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| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
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| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1017/CBO9780511815850 |
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| spelling | Davison, A. C. Verfasser aut Statistical models A.C. Davison Cambridge Cambridge University Press 2003 1 online resource (x, 726 pages) txt rdacontent c rdamedia cr rdacarrier Cambridge series on statistical and probabilistic mathematics 11 Title from publisher's bibliographic system (viewed on 05 Oct 2015) Models and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival analysis, missing data, Markov chains, Markov random fields, point processes, graphical models, simulation and Markov chain Monte Carlo, estimating functions, asymptotic approximations, local likelihood and spline regressions as well as on more standard topics such as likelihood and linear and generalized linear models. Each chapter contains a wide range of problems and exercises. Practicals in the S language designed to build computing and data analysis skills, and a library of data sets to accompany the book, are available over the Web Statistik Statistics Statistisches Modell (DE-588)4121722-6 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Statistisches Modell (DE-588)4121722-6 s 2\p DE-604 Erscheint auch als Druckausgabe 978-0-521-73449-3 Erscheint auch als Druckausgabe 978-0-521-77339-3 https://doi.org/10.1017/CBO9780511815850 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 | Davison, A. C. Statistical models Statistik Statistics Statistisches Modell (DE-588)4121722-6 gnd |
| subject_GND | (DE-588)4121722-6 (DE-588)4123623-3 |
| title | Statistical models |
| title_auth | Statistical models |
| title_exact_search | Statistical models |
| title_full | Statistical models A.C. Davison |
| title_fullStr | Statistical models A.C. Davison |
| title_full_unstemmed | Statistical models A.C. Davison |
| title_short | Statistical models |
| title_sort | statistical models |
| topic | Statistik Statistics Statistisches Modell (DE-588)4121722-6 gnd |
| topic_facet | Statistik Statistics Statistisches Modell Lehrbuch |
| url | https://doi.org/10.1017/CBO9780511815850 |
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