Effect Displays for Generalized Linear Models
Effect Displays for Generalized Linear Models
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广义线性模型的效果显示
DOI：
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发表时间：
1987
期刊：
影响因子：
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通讯作者：
J. Fox
中科院分区：
文献类型：
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作者：
J. Fox
复杂的统计模型——尤其是那些包含自变量之间相互作用的模型——往往难以解释，而这类模型越来越多地用于社会研究。本文描述了如何通过计算和绘制拟合响应面的部分来解释模型。基本方法是首先确定模型的高阶项，然后在固定其他自变量的同时，在每个此类项的范围内操作自变量
Complex statistical models-especially those incorporating interactions among independent variables-are frequently difficult to interpret, and such models are used increasingly in social research. This paper describes how to explicate a model by calculating and graphing portions of the fitted response surface. The basic approach is first to identify the high-order terms of the model and then to manipulate the independent variables in each such term over their ranges while fixing other independent variables