R包
潜变量
软件包
领域(数学)
开源
结构方程建模
计算机科学
变量(数学)
软件
开源软件
质量(理念)
软件工程
应用数学
工业工程
数据科学
数学
算法
计算科学
人工智能
程序设计语言
工程类
机器学习
数学分析
哲学
认识论
纯数学
标识
DOI:10.18637/jss.v048.i02
摘要
Structural equation modeling (SEM) is a vast field and widely used by many applied researchers in the social and behavioral sciences. Over the years, many software packages for structural equation modeling have been developed, both free and commercial. However, perhaps the best state-of-the-art software packages in this field are still closed-source and/or commercial. The R package lavaan has been developed to provide applied researchers, teachers, and statisticians, a free, fully open-source, but commercial-quality package for latent variable modeling. This paper explains the aims behind the development of the package, gives an overview of its most important features, and provides some examples to illustrate how lavaan works in practice.
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