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    3. Data Analysis: A Model Comparison Approach to Regression, ANOVA, and Beyond (4th Edition)

    Data Analysis: A Model Comparison Approach to Regression, ANOVA, and Beyond (4th Edition)

    Posted By: hill0
    Date: 15 Sep 2025 06:49:50
    Data Analysis: A Model Comparison Approach to Regression, ANOVA, and Beyond (4th Edition)

    Data Analysis: A Model Comparison Approach to Regression, ANOVA, and Beyond
    English | 2026 | ISBN: 1032572086 | 395 Pages | PDF (True) | 15 MB

    The text describes the foundational logic of the unified model comparison framework. It then shows how this framework can be applied to increasingly complex models including multiple continuous and categorical predictors, as well as product predictors (i.e., interactions and nonlinear effects). The text also describes analyses of data that violate assumptions of independence, homogeneity, and normality. The analysis of nonindependent data is treated in some detail, covering standard repeated measures analysis of variance and providing an integrated introduction to multilevel or hierarchical linear models and logistic regression.
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