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Approximate Inference for the Factor Loading of a Simple Factor Analysis Model

A. C. M. Wong and JunJie Wu

Scandinavian Journal of Statistics, 2001, vol. 28, issue 2, 407-414

Abstract: We study a factor analysis model with two normally distributed observations and one factor. Two approximate conditional inference procedures for the factor loading are developed. The first proposal is a very simple procedure but it is not very accurate. The second proposal gives extremely accurate results even for very small sample size. Moreover, the calculations require only the signed log‐likelihood ratio statistic and a measure of the standardized maximum likelihood departure. Simulations are used to study the accuracy of the proposed procedures.

Date: 2001
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https://doi.org/10.1111/1467-9469.00244

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Persistent link: https://EconPapers.repec.org/RePEc:bla:scjsta:v:28:y:2001:i:2:p:407-414

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