简单问题,不简单的答案:解释调节多重回归中的交互项

Simple Question, Not So Simple Answer: Interpreting Interaction Terms in Moderated Multiple Regression

JOURNAL OF MANAGEMENT · 1994
被引 127
人大 AFT50ABS 4*

中文导读

探讨了在调节多重回归分析中如何正确解释交互项,指出基于理论先验假设时,显著的整体F值并非解释显著交互项的前提条件。

Abstract

The appropriate interpretation of interaction terms in studies employing moderated multiple regression ( MMR) analysis is considered. It is argued that given a theory-based, a priori hypothesis, an MMR analysis is analogous to a planned statistical comparison and, thus, a significant overall F value is not a prerequisite for interpreting a significant interaction term.

计量经济学回归分析交互效应统计方法