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Analysis of Variance, Design, and Regression
Linear Modeling for Unbalanced Data, Second Edition
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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.
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Analysis of Variance, Design, and Regression, Ronald Christensen
- Language
- Released
- 2020
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- (Paperback)
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- Title
- Analysis of Variance, Design, and Regression
- Subtitle
- Linear Modeling for Unbalanced Data, Second Edition
- Language
- English
- Authors
- Ronald Christensen
- Publisher
- CRC Press
- Released
- 2020
- Format
- Paperback
- Pages
- 636
- ISBN13
- 9780367737405
- Category
- Mathematics, Psychology
- Description
- 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.