A Generalized Method of Image Analysis from an Intercorrelation Matrix which may be Singular

Following the works of Guttman (1953) and Kaiser (1976), we show that the image and anti-image covariance matrices can be derived from a singular correlation matrix, by making use of the orthogonal projector and a weaker generalized inverse matrix.

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Published in:Psychometrika 1987-12, Vol.52 (4), p.555-564
Main Authors: Yanai, Haruo, Mukherjee, Bishwa Nath
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Language:English
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container_title Psychometrika
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creator Yanai, Haruo
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description Following the works of Guttman (1953) and Kaiser (1976), we show that the image and anti-image covariance matrices can be derived from a singular correlation matrix, by making use of the orthogonal projector and a weaker generalized inverse matrix.
doi_str_mv 10.1007/BF02294819
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title A Generalized Method of Image Analysis from an Intercorrelation Matrix which may be Singular
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