Multiple Regression: Testing and Interpreting Interactions

Multiple Regression: Testing and Interpreting Interactions
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DOI:
10.1037/10520-147
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发表时间:
1991
期刊:
--
影响因子:
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通讯作者:
L. Aiken;Stephen G. West
L. Aiken;Stephen G. West
中科院分区:
其他
文献类型:
--
作者:
L. Aiken;Stephen G. West

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介绍多元回归中连续预测变量间的相互作用预测变量尺度对回归方程系数的影响检验和探索三向相互作用构造反映高阶关系的回归方程模型和高阶项效应检验分类变量和连续变量间的相互作用可靠性和统计功效结论方差分析和MR在实际应用中的一些对比
Introduction Interactions between Continuous Predictors in Multiple Regression The Effects of Predictor Scaling on Coefficients of Regression Equations Testing and Probing Three-Way Interactions Structuring Regression Equations to Reflect Higher Order Relationships Model and Effect Testing with Higher Order Terms Interactions between Categorical and Continuous Variables Reliability and Statistical Power Conclusion Some Contrasts Between ANOVA and MR in Practice