Factor Analysis and Principal Components

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Abstract

The principal components of a vector of random variables are related to the common factors of a factor analysis model for this vector. Conditions are presented under which components and factors as well as factor proxies come close to each other. A similar analysis is carried out for the matrices of loadings of principal components and factor analysis. © 1995 Academic Press. All rights reserved.

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Schneeweiss, H., & Mathes, H. (1995). Factor Analysis and Principal Components. Journal of Multivariate Analysis, 55(1), 105–124. https://doi.org/10.1006/jmva.1995.1069

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