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How many principal components? stopping rules for determining the number of non-trivial axes revisited

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  • Peres-Neto, Pedro R.
  • Jackson, Donald A.
  • Somers, Keith M.

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  • Peres-Neto, Pedro R. & Jackson, Donald A. & Somers, Keith M., 2005. "How many principal components? stopping rules for determining the number of non-trivial axes revisited," Computational Statistics & Data Analysis, Elsevier, vol. 49(4), pages 974-997, June.
    • Handle: RePEc:eee:csdana:v:49:y:2005:i:4:p:974-997
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    References listed on IDEAS

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    1. Ferre, Louis, 1995. "Selection of components in principal component analysis: A comparison of methods," Computational Statistics & Data Analysis, Elsevier, vol. 19(6), pages 669-682, June.
    2. John Horn, 1965. "A rationale and test for the number of factors in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 30(2), pages 179-185, June.
    3. Louis Guttman, 1954. "Some necessary conditions for common-factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 19(2), pages 149-161, June.
    4. Li, Baibing & Martin, Elaine B. & Morris, A. Julian, 2002. "On principal component analysis in L1," Computational Statistics & Data Analysis, Elsevier, vol. 40(3), pages 471-474, September.
    5. Luis Milan & Joe Whittaker, 1995. "Application of the Parametric Bootstrap to Models that Incorporate a Singular Value Decomposition," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 44(1), pages 31-49, March.
    6. Wayne Velicer, 1976. "Determining the number of components from the matrix of partial correlations," Psychometrika, Springer;The Psychometric Society, vol. 41(3), pages 321-327, September.
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