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On the Use of Bootstrap and Jackknife in Covariance Structure Analysis

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Summary

Applications of bootstrap and jackknife for covariance structure analysis under violation of standard maximum likelihood assumptions (small sample size, analysis of correlation matrices, and nonnormality) are discussed. Procedures are illustrated for a factor analysis model, using LISREL. Facta and failures of the resampling methods are covered. For bootstrap and jackknife a computer program with graphical facilities is introduced.

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References

  • Beran, R., & Srivastava, M.S. (1985). Bootstrap tests and confidence regions for functions of a covariance matrix. The Annals of Statistics, 13, 95–115.

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© 1986 Physica-Verlag, Heidelberg for IASC (International Association for Statistical Computing)

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Boomsma, A. (1986). On the Use of Bootstrap and Jackknife in Covariance Structure Analysis. In: De Antoni, F., Lauro, N., Rizzi, A. (eds) COMPSTAT. Physica-Verlag HD. https://doi.org/10.1007/978-3-642-46890-2_30

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  • DOI: https://doi.org/10.1007/978-3-642-46890-2_30

  • Publisher Name: Physica-Verlag HD

  • Print ISBN: 978-3-7908-0355-6

  • Online ISBN: 978-3-642-46890-2

  • eBook Packages: Springer Book Archive

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