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CORRELATIONS AMONG MAXIMUM LIKELIHOOD AND WEIGHTED/UNWEIGHTED LEAST SQUARES ESTIMATORS IN FACTOR ANALYSIS
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- Ogasawara Haruhiko
- Department of Information and Management Science, Otaru University of Commerce
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Description
The asymptotic correlations among maximum likelihood (ML) and various least squares (LS) estimators in factor analysis are derived. The LS estimators include the unweighted (ULS) and weighted estimators for unstandardized variables and the ULS estimators for standardized variables. The derived formulas cover the cases with restrictions on parameters. Numerical examples with simulations are provided to confirm the accuracy of the formulas and the influence of scales on the asymptotic correlations.
Journal
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- Behaviormetrika
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Behaviormetrika 30 (1), 63-86, 2003
The Behaviormetric Society
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Keywords
Details 詳細情報について
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- CRID
- 1390282680089525760
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- NII Article ID
- 130004466120
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- NII Book ID
- AA12022276
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- ISSN
- 13496964
- 03857417
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- MRID
- 1977171
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- Text Lang
- en
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- Article Type
- journal article
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- Data Source
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- JaLC
- IRDB
- Crossref
- CiNii Articles
- OpenAIRE
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- Abstract License Flag
- Disallowed