基于Python语言的中介与调节效应运演  

Operation of Mediation and Regulation Effect Based on Python Language

作　　者：钟志强 高红 ZHONG Zhi-qiang;GAO Hong(Anshan Normal University,Anshan 114007,Liaoning)

机构地区：[1]鞍山师范学院物理科学与技术学院,辽宁鞍山114007

出　　处：《电脑与电信》2023年第5期45-49,共5页Computer & Telecommunication

基　　金：2021年辽宁省普通高等教育本科教学改革研究一般项目“一流专业建设背景下物理学(师范)专业持续改进的探索与实践”。

摘　　要：利用Python语言的Pandas库和Statsmodels库实现了中介和调节效应分析过程,从而明晰了中介和调节效应基本原理和分析步骤。具体推演了中介检验中的替代Sobel检验的Bootstrap方法和调节检验中的加权最小二乘法分组回归实现,展示了常用的两因素方差分析法和有交互作用的多元回归分析法。Based on the operation of mediation and regulation effect in Python language,the analysis process of mediation and regulation effect is realized by using Pandas library and Statsmodels library of Python language,and the basic principles and analysis steps of mediation and regulation effect are clarified.It mainly demonstrates the bootstrap method instead of Sobel test in intermediary test,the realization of grouping regression by weighted least square method in adjustment test,as well as the commonly used two factor analysis of variance and interactive multiple regression analysis.

关 键 词：中介效应 调节效应 PYTHON 

分 类 号：TP311.52[自动化与计算机技术—计算机软件与理论]