模型选择与模型平均在Meta分析中的应用研究
The Application Research of Model Selection and Model Averaging in Meta-Analysis

作者: 尹潇潇 :云南财经大学统计与数学学院,云南 昆明;

关键词: Meta分析模型选择模型平均Meta-Analysis Model Selection Model Averaging

摘要:
模型选择与模型平均一直是统计学与计量经济学界研究的重要问题,本文依托Meta分析理论和方法,以分析豆科植物-根瘤菌互利共生合作系统的影响因素为例,比较模型选择与模型平均方法在Meta分析中的应用效果,结果表明模型平均方法既可应用于Meta分析中,分析效果又优于模型选择。

Abstract: Model selection and model averaging have been the important issues which are researched by statistics and economic circles. This paper relies on theories and methods of Meta-analysis and takes the analysis of factors influencing legumes-rhizobium mutualism cooperative systems as an example. Then, the application results of model selection and model averaging method in meta- analysis are compared. The results show that model averaging method can be applied to meta- analysis and its performance is better than model selection.

文章引用: 尹潇潇 (2015) 模型选择与模型平均在Meta分析中的应用研究。 自然科学, 3, 81-88. doi: 10.12677/OJNS.2015.33011

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