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- 360 stránok
- 13 hodin čítania
Viac o knihe
Focusing on mixed effects models, this second edition provides a comprehensive overview of linear and generalized linear mixed models, emphasizing their theoretical foundations and practical applications across various disciplines. It systematically addresses inference for non-Gaussian models and incorporates recent advancements, including high-dimensional models in genome-wide association studies, new methods for prediction, selection, and diagnostics. The book serves as an essential resource for understanding the evolving landscape of mixed model analysis.
Nákup knihy
Linear and Generalized Linear Mixed Models and Their Applications, Jiming Jiang, Thuan Nguyen
- Jazyk
- Rok vydania
- 2022
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- Titul
- Linear and Generalized Linear Mixed Models and Their Applications
- Jazyk
- anglicky
- Autori
- Jiming Jiang, Thuan Nguyen
- Vydavateľ
- Springer New York
- Rok vydania
- 2022
- Väzba
- mäkká
- Počet strán
- 360
- ISBN13
- 9781071612842
- Série
- Hodnotenie
- 3 z 5
- Anotácia
- Focusing on mixed effects models, this second edition provides a comprehensive overview of linear and generalized linear mixed models, emphasizing their theoretical foundations and practical applications across various disciplines. It systematically addresses inference for non-Gaussian models and incorporates recent advancements, including high-dimensional models in genome-wide association studies, new methods for prediction, selection, and diagnostics. The book serves as an essential resource for understanding the evolving landscape of mixed model analysis.