Analysis of Variance, Design, and Regression

Linear Modeling for Unbalanced Data, Second Edition

Autor*innen

• Ronald Christensen

Parameter

• 636 Seiten
• 23 Lesestunden

• Mathematik
• Psychologische Thematik
• Sachliteratur
• Wissenschaft und Mathematik

Mehr zum Buch

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.

• Sprache: Englisch
• Erscheinungsdatum: 2020
• Einband: Paperback