The Behavior of Number-of-Factors Rules with Simulated Data.

Hakstian, A. Ralph; And Others

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Peer reviewed

ERIC Number: EJ270521

Record Type: Journal

Publication Date: 1982-Apr

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The Behavior of Number-of-Factors Rules with Simulated Data.

Hakstian, A. Ralph; And Others

Multivariate Behavioral Research, v17 n2 p193-219 Apr 1982

Issues related to the decision of the number of factors to retain in factor analyses are identified. Three widely used decision rules--the Kaiser-Guttman (eigenvalue greater than one), scree, and likelihood ratio tests--are investigated using simulated data. Recommendations for use are made. (Author/JKS)

Descriptors: Algorithms, Data Analysis, Factor Analysis, Factor Structure, Goodness of Fit, Hypothesis Testing

Publication Type: Journal Articles; Reports - Research

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Language: English

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