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确定保留因子的数量:一个基于Windows的用于平行分析的FORTRAN - IMSL程序。

Determining the number of factors to retain: a Windows-based FORTRAN-IMSL program for parallel analysis.

作者信息

Kaufman J D, Dunlap W P

机构信息

Tulane University, New Orleans, Louisiana, USA.

出版信息

Behav Res Methods Instrum Comput. 2000 Aug;32(3):389-95. doi: 10.3758/bf03200806.

Abstract

Parallel analysis (PA; Horn, 1965) is a technique for determining the number of factors to retain in exploratory factor analysis that has been shown to be superior to more widely known methods (Zwick & Velicer, 1986). Despite its merits, PA is not widely used in the psychological literature, probably because the method is unfamiliar and because modern, Windows-compatible software to perform PA is unavailable. We provide a FORTRAN-IMSL program for PA that runs on a PC under Windows; it is interactive and designed to suit the range of problems encountered in most psychological research. Furthermore, we provide sample output from the PA program in the form of tabled values that can be used to verify the program operation; or, they can be used either directly or with interpolation to meet specific needs of the researcher.

摘要

平行分析(PA;霍恩,1965)是一种用于确定在探索性因素分析中应保留的因素数量的技术,已被证明优于更广为人知的方法(兹维克和韦利克,1986)。尽管有其优点,但PA在心理学文献中并未得到广泛应用,可能是因为该方法不为人熟悉,且没有适用于Windows的现代兼容软件来执行PA。我们提供了一个在Windows系统下的个人电脑上运行的用于PA的FORTRAN - IMSL程序;它是交互式的,旨在适应大多数心理学研究中遇到的一系列问题。此外,我们以表格值的形式提供了PA程序的示例输出,这些表格值可用于验证程序操作;或者,它们可直接使用或通过插值来满足研究人员的特定需求。

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