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Sociological Methods & Research
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Application of the EM Method

A Study of Maximum Likelihood Estimation of Multiple Indicator and Factor Analysis Models

RONALD SCHOENBERG

National Institute of Mental Health

CAROL RICHTAND

National Institutes of Health

The EM (Estimation-Maximization) algorithm is exploited to provide maximum likelihood estimates of the parameters of multiple indicator/factor analysis models. This method reduces considerably the storage and computational burden of such estimation. A computer program in BASIC language that performs the computations is listed in an appendix. The specification of correlated errors is also provided for in this application of the method.

Sociological Methods & Research, Vol. 13, No. 1, 127-150 (1984)
DOI: 10.1177/0049124184013001006
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