Generalized Linear Models
The Second Edition includes topics added to the core of the first edition, including conditional and marginal likelihood methods, estimating equations, and models for dispersion effects and components of dispersion. The discussion of other topics-log-linear and related models, log odds-ratio regress...
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| Main Authors: | , |
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| Format: | Book |
| Published: |
London
Chapman and Hall
1989
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| Edition: | Second Edition |
| Subjects: | |
| Online Access: | Click Here to View Status and Holdings. |
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Add Tag | Summary: | The Second Edition includes topics added to the core of the first edition, including conditional and marginal likelihood methods, estimating equations, and models for dispersion effects and components of dispersion. The discussion of other topics-log-linear and related models, log odds-ratio regression models, multinomial response models, inverse linear and related models, quasi-likelihood functions, and model checking-was expanded and incorporates significant revisions.Comprehension of the material requires simply a knowledge of matrix theory and the basic ideas of probability theory, but for the most part, the book is self-contained. Therefore, with its worked examples, plentiful exercises, and topics of direct use to researchers in many disciplines, Generalized Linear Models serves as ideal text, self-study guide, and reference. |
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| Physical Description: | xix, 511 pages illustrations 24 cm |
| ISBN: | 9780412317606 0412317605 |
Generalized linear models