结构方程建模软件

Edward E. Rigdon
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引用次数: 2

摘要

第一个广泛分布的用于估计基于因子的结构方程模型的专用软件出现在大约40年前。今天,研究人员可以从各种软件包中进行选择,这些软件包在其知识遗产、接口、统计复杂性、灵活性、与其他统计软件包的集成以及成本方面存在显著差异。先驱LISREL和EQS继续提供他们的优势。Mplus似乎具有最广泛的开箱即用能力,尽管Stata快速发展的产品可能会带来未来的竞争。最近,在开源R环境中出现了强大的替代方案,特别是包括日益复杂的lavaan和极其灵活的OpenMx。尽管取得了许多进步,但仍有很大的改进空间。关键词:结构方程建模;软件;采;方程式;SPSS阿莫斯;Mplus;占据;R;lavaan;OpenMx
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Structural Equation Modeling Software
The first widely distributed special-purpose software for estimating factor-based structural equation models appeared almost 40 years ago. Today, researchers can choose from a variety of packages that differ markedly in terms of their intellectual heritage, interface, statistical sophistication, flexibility, integration with other statistical packages, and cost. Pioneers LISREL and EQS continue to offer their strengths. Mplus appears to be the package with the broadest set of out-of-the-box ready capabilities, although a rapidly developing offering from Stata may pose future competition. Most recently, strong alternatives have appeared within the open-source R environment, particularly including the increasingly sophisticated lavaan and the extremely flexible OpenMx. Despite numerous advances, there is still substantial room for improvement. Keywords: structural equation modeling; software; LISREL; EQS; SPSS Amos; Mplus; Stata; R; lavaan; OpenMx
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