Implementing Horn’s parallel analysis for principal component analysis and factor analysis
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- Richard Montanelli & Lloyd Humphreys, 1976. "Latent roots of random data correlation matrices with squared multiple correlations on the diagonal: A monte carlo study," Psychometrika, Springer;The Psychometric Society, vol. 41(3), pages 341-348, September.
- John Horn, 1965. "A rationale and test for the number of factors in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 30(2), pages 179-185, June.
- ,, 2000. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 16(2), pages 287-299, April.
- Louis Guttman, 1954. "Some necessary conditions for common-factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 19(2), pages 149-161, June.
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Keywords
paran; parallel analysis; factor analysis; principal component analysis; factor retention; component retention; Horn’s criterion;All these keywords.
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