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Determining the number of factors using parallel analysis and its recent variants.

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References

1960The Application of Electronic Computers to Factor Analysis12,390 cited
1999Evaluating the use of exploratory factor analysis in psychological research.9,564 cited
1965A Rationale and Test for the Number of Factors in Factor Analysis8,818 cited
1995Factor analysis in the development and refinement of clinical assessment instruments.3,968 cited
1986Comparison of five rules for determining the number of components to retain.3,135 cited
2004Factor Retention Decisions in Exploratory Factor Analysis: a Tutorial on Parallel Analysis3,100 cited
1954Some Necessary Conditions for Common-Factor Analysis1,695 cited
2011Dimensionality assessment of ordered polytomous items with parallel analysis.1,632 cited
2000Construct Explication through Factor or Component Analysis: A Review and Evaluation of Alternative Procedures for Determining the Number of Factors or Components894 cited
2003Repairing Tom Swift's Electric Factor Analysis Machine865 cited
2000Factor analysis and scale revision.855 cited
1995An Improvement on Horn's Parallel Analysis Methodology for Selecting the Correct Number of Factors to Retain732 cited
1992Remarks on Parallel Analysis563 cited
2011Determining the number of factors to retain in an exploratory factor analysis using comparison data of known factorial structure.

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533 cited

1983Simulating Multivariate Nonnormal Distributions447 cited

2016An empirical Kaiser criterion.436 cited

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