Linear model methodology [electronic resource] / André I. Khuri.
Supported by a large number of examples, this book provides a foundation in the theory of linear models and explores the developments in data analysis. It encompasses a wide variety of topics in linear models that incorporate the classical approach and other trends and modeling techniques.
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| Online Access: |
Full Text (via Taylor & Francis) |
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| Main Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton :
CRC Press,
©2010.
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| Subjects: |
Table of Contents:
- Linear models : some historical perspectives
- Basic elements of linear algebra
- Basic concepts in matrix algebra
- The multivariate normal distribution
- Quadratic forms in normal variables
- Full-rank linear models
- Less-than-full-rank linear models
- Balanced linear models
- The adequacy of Satterthwaite's approximation
- Unbalanced fixed-effects models
- Unbalanced random and mixed models
- Additional topics in linear models
- Generalized linear models.