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Psychometrika
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Psychometrika
Article . 1998 . Peer-reviewed
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Conditions for Factor (in)Determinacy in Factor Analysis

Conditions for factor (in)determinacy in factor analysis
Authors: Krijnen, W.P.; Dijkstra, T.K.; Gill, R.D.;

Conditions for Factor (in)Determinacy in Factor Analysis

Abstract

The subject of factor indeterminacy has a vast history in factor analysis (Guttman, 1955; Lederman, 1938; Wilson, 1928). It has lead to strong differences in opinion (Steiger, 1979). The current paper gives necessary and sufficient conditions for observability of factors in terms of the parameter matrices and a finite number of variables. Five conditions are given which rigorously define indeterminacy. It is shown that (un)observable factors are (in)determinate. Specifically, the indeterminacy proof by Guttman is extended to Heywood cases. The results are illustrated by two examples and implications for indeterminacy are discussed.

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Keywords

FACTOR INDETERMINACY, DEFINITION, IMPROPER SOLUTIONS, COMPONENTS, Heywood cases, Factor analysis and principal components; correspondence analysis, indeterminacy, mean squared error, Indeterminacy, Wiskunde en Informatica, Applications of statistics to psychology, factor score prediction

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
31
Top 1%
Top 10%
Average
Green
bronze
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