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EQS Goes R: Simulations for SEM Using the Package REQS

机译:EQS走向R:使用软件包REQS的SEM仿真

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摘要

The REQS package is an interface between the R environment of statistical computing and the EQS software for structural equation modeling. The package consists of 3 main functions that read EQS script files and import the results into R, call EQS script files from R, and run EQS script files from R and import the results after EQS computations. The components a user needs are R and EQS. We give a short introduction to R and EQS, elaborate the functionalities of the package, and show how to use the package by means of several examples with special emphasis on simulations. The first simulation investigates the effects of nonnormal data on various test statistics. The second simulation conducts a power analysis for a path coefficient in a 2-group model.
机译:REQS软件包是统计计算的R环境与用于结构方程模型建模的EQS软件之间的接口。该软件包包含3个主要功能,这些功能读取EQS脚本文件并将结果导入R,从R调用EQS脚本文件,并从R运行EQS脚本文件并在EQS计算后导入结果。用户需要的组件是R和EQS。我们简要介绍了R和EQS,详细介绍了程序包的功能,并通过几个示例(特别强调模拟)展示了如何使用程序包。第一次模拟研究了非正常数据对各种测试统计数据的影响。第二个模拟对2组模型中的路径系数进行功率分析。

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  • 来源
    《Structural equation modeling》 |2010年第2期|P.333-349|共17页
  • 作者单位

    Department of Statistics and Mathematics WU Vienna University of Economics and Business;

    University of California, Los Angeles;

    Department of Psychology and Statistics, University of California, Los Angeles, 1285 Franz Hall, Los Angeles, CA 90095-1563, USA;

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