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A unified approach to exploratory factor analysis with missing data, nonnormal data, and in the presence of outliers

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Author Info
Ke-Hai Yuan ()
Linda Marshall
Peter Bentler
Abstract

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File URL: http://hdl.handle.net/10.1007/BF02294711
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Publisher Info
Article provided by Springer in its journal Psychometrika.

Volume (Year): 67 (2002)
Issue (Month): 1 (March)
Pages: 95-121
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Handle: RePEc:spr:psycho:v:67:y:2002:i:1:p:95-121

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Related research
Keywords: simple structure; standard errors; test statistics; equivariance; invariance; nonnormal data; outliers; missing data;

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References listed on IDEAS
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  1. Bengt Muthén & David Kaplan & Michael Hollis, 1987. "On structural equation modeling with data that are not missing completely at random," Psychometrika, Springer, vol. 52(3), pages 431-462, September. [Downloadable!] (restricted)
  2. Verboon, Peter & Heiser, Willem J., 1994. "Resistant lower rank approximation of matrices by iterative majorization," Computational Statistics & Data Analysis, Elsevier, vol. 18(4), pages 457-467, November. [Downloadable!] (restricted)
  3. Henry Kaiser, 1958. "The varimax criterion for analytic rotation in factor analysis," Psychometrika, Springer, vol. 23(3), pages 187-200, September. [Downloadable!] (restricted)
  4. Kentaro Hayashi & Yiu-Fai Yung, 1999. "Standard errors for the class of orthomax-rotated factor loadings: Some matrix results," Psychometrika, Springer, vol. 64(4), pages 451-460, December. [Downloadable!] (restricted)
  5. Robert Jennrich, 1973. "Standard errors for obliquely rotated factor loadings," Psychometrika, Springer, vol. 38(4), pages 593-604, December. [Downloadable!] (restricted)
  6. C. Hendricks Brown, 1983. "Asymptotic comparison of missing data procedures for estimating factor loadings," Psychometrika, Springer, vol. 48(2), pages 269-291, June. [Downloadable!] (restricted)
  7. Masanori Ichikawa & Sadanori Konishi, 1995. "Application of the bootstrap methods in factor analysis," Psychometrika, Springer, vol. 60(1), pages 77-93, March. [Downloadable!] (restricted)
  8. Yutaka Tanaka & Yoshimasa Odaka, 1989. "Influential observations in principal factor analysis," Psychometrika, Springer, vol. 54(3), pages 475-485, September. [Downloadable!] (restricted)
  9. Carl Finkbeiner, 1979. "Estimation for the multiple factor model when data are missing," Psychometrika, Springer, vol. 44(4), pages 409-420, December. [Downloadable!] (restricted)
  10. Robert Jennrich, 1978. "Rotational equivalence of factor loading matrices with specified values," Psychometrika, Springer, vol. 43(3), pages 421-426, September. [Downloadable!] (restricted)
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