The Infinitesimal Jackknife with Exploratory Factor Analysis

被引：0
作者：
Guangjian Zhang
Kristopher J. Preacher
Robert I. Jennrich
机构：
[1] University of Notre Dame,Psychology Department, Haggar Hall
[2] Vanderbilt University,undefined
[3] University of California at Los Angeles,undefined
来源：
Psychometrika | 2012年 / 77卷
关键词：
exploratory factor analysis; standard error; EFA; infinitesimal jackknife; IJK; nonparametric standard error estimates; model misspecification; nonnormal data; minimum deviance methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The infinitesimal jackknife, a nonparametric method for estimating standard errors, has been used to obtain standard error estimates in covariance structure analysis. In this article, we adapt it for obtaining standard errors for rotated factor loadings and factor correlations in exploratory factor analysis with sample correlation matrices. Both maximum likelihood estimation and ordinary least squares estimation are considered.
引用
收藏
页码：634 / 648
页数：14
相关论文
共 43 条
[1]  
Archer C.O.(1973)Standard errors for orthogonally rotated factor loadings Psychometrika 38 581-592
[2]  
Jennrich R.I.(1984)Asymptotically distribution-free methods for the analysis of covariance structures British Journal of Mathematical & Statistical Psychology 37 62-83
[3]  
Browne M.W.(2001)An overview of analytic rotation in exploratory factor analysis Multivariate Behavioral Research 36 111-150
[4]  
Browne M.W.(1979)Estimating the standard errors of rotated factor loadings by jackknifing Psychometrika 44 297-314
[5]  
Clarkson D.B.(1988)Quartic rotation criteria and algorithm Psychometrika 53 251-259
[6]  
Clarkson D.B.(1970)A general rotation criterion and its use in orthogonal rotation Psychometrika 35 321-332
[7]  
Jennrich R.I.(1994)Applications of standard error estimates in unrestricted factor analysis: significance tests for factor loadings and correlations Psychological Bulletin 115 475-487
[8]  
Crawford C.B.(1999)Standard errors for the class of orthomax-rotated factor loadings: some matrix results Psychometrika 64 451-460
[9]  
Ferguson G.A.(1995)Application of the bootstrap methods in factor analysis Psychometrika 60 77-93
[10]  
Cudeck R.(1973)Standard errors for obliquely rotated factor loadings Psychometrika 38 593-604
12345