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Model Selection and Model Averaging - Cambridge Series in Statistical and Probabilistic Mathematics Claeskens, Gerda (Katholieke Universiteit Leuven, Belgium)
Model Selection and Model Averaging - Cambridge Series in Statistical and Probabilistic Mathematics
Claeskens, Gerda (Katholieke Universiteit Leuven, Belgium)
Choosing a model is central to all statistical work with data; this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. Real-data examples and exercises build familiarity with the methods.
320 pages, 46 b/w illus. 35 tables 65 exercises
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | July 28, 2008 |
| ISBN13 | 9780521852258 |
| Publishers | Cambridge University Press |
| Pages | 332 |
| Dimensions | 185 × 262 × 27 mm · 846 g |
| Language | English |