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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
- Sprache
- Erscheinungsdatum
- 2020
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- (Paperback)
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- Titel
- Analysis of Variance, Design, and Regression
- Untertitel
- Linear Modeling for Unbalanced Data, Second Edition
- Sprache
- Englisch
- Autor*innen
- Ronald Christensen
- Verlag
- CRC Press
- Erscheinungsdatum
- 2020
- Einband
- Paperback
- Seitenzahl
- 636
- ISBN13
- 9780367737405
- Kategorie
- Mathematik, Psychologie
- Beschreibung
- 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.