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Analysis of Variance, Design, and Regression
Linear Modeling for Unbalanced Data, Second Edition
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Více o knize
The second edition delves into modeling unbalanced data, introducing new chapters on logistic regression, log-linear models, and time-to-event data. It emphasizes modeling main effects and interactions while incorporating advanced techniques such as nonparametric, lasso, and generalized additive regression models. The text also offers a thorough analysis of small unbalanced datasets, making it a comprehensive resource for understanding complex statistical modeling.
Nákup knihy
Analysis of Variance, Design, and Regression, Ronald Christensen
- Jazyk
- Rok vydání
- 2020
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Doručení
Platební metody
Navrhnout úpravu
- Titul
- Analysis of Variance, Design, and Regression
- Podtitul
- Linear Modeling for Unbalanced Data, Second Edition
- Jazyk
- anglicky
- Autoři
- Ronald Christensen
- Vydavatel
- CRC Press
- Rok vydání
- 2020
- Vazba
- měkká
- Počet stran
- 636
- ISBN13
- 9780367737405
- Kategorie
- Matematika, Psychologie
- Anotace
- The second edition delves into modeling unbalanced data, introducing new chapters on logistic regression, log-linear models, and time-to-event data. It emphasizes modeling main effects and interactions while incorporating advanced techniques such as nonparametric, lasso, and generalized additive regression models. The text also offers a thorough analysis of small unbalanced datasets, making it a comprehensive resource for understanding complex statistical modeling.