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Local influence in principal component analysis: relationship between the local influence and influence function approaches revisited


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  • Tanaka, Yutaka
  • Zhang, Fanghong
  • Mori, Yuichi
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    Bibliographic Info

    Article provided by Elsevier in its journal Computational Statistics & Data Analysis.

    Volume (Year): 44 (2003)
    Issue (Month): 1-2 (October)
    Pages: 143-160

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    Handle: RePEc:eee:csdana:v:44:y:2003:i:1-2:p:143-160

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    1. Yutaka Tanaka & Yoshimasa Odaka, 1989. "Influential observations in principal factor analysis," Psychometrika, Springer, vol. 54(3), pages 475-485, September.
    2. C. Kwan & W. Fung, 1998. "Assessing local influence for specific restricted likelihood: Application to factor analysis," Psychometrika, Springer, vol. 63(1), pages 35-46, March.
    3. Mario Romanazzi, 1992. "Influence in canonical correlation analysis," Psychometrika, Springer, vol. 57(2), pages 237-259, June.
    4. Jung, Kang-Mo & Kim, Myung Geun & Kim, Byung Chun, 1997. "Local influence in maximum likelihood factor analysis," Computational Statistics & Data Analysis, Elsevier, vol. 24(4), pages 483-491, June.
    5. Sik-Yum Lee & S. Wang, 1996. "Sensitivity analysis of structural equation models," Psychometrika, Springer, vol. 61(1), pages 93-108, March.
    6. Shu-Jia Wang & Sik-Yum Lee, 1996. "Sensitivity analysis of structural equation models with equality functional constraints," Computational Statistics & Data Analysis, Elsevier, vol. 23(2), pages 239-256, December.
    7. Tanaka, Yutaka & Zhang, Fanghong, 1999. "R-mode and Q-mode influence analyses in statistical modelling: relationship between influence function approach and local influence approach," Computational Statistics & Data Analysis, Elsevier, vol. 32(2), pages 197-218, December.
    8. Wai-Yin Poon & Shu-Jia Wang & Sik-Yum Lee, 1999. "Influence analysis of structural equation models with polytomous variables," Psychometrika, Springer, vol. 64(4), pages 461-473, December.
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    Cited by:
    1. Ortega, Edwin M.M. & Cordeiro, Gauss M. & Lemonte, Artur J., 2012. "A log-linear regression model for the β-Birnbaum–Saunders distribution with censored data," Computational Statistics & Data Analysis, Elsevier, vol. 56(3), pages 698-718.
    2. Leiva, Victor & Barros, Michelli & Paula, Gilberto A. & Galea, Manuel, 2007. "Influence diagnostics in log-Birnbaum-Saunders regression models with censored data," Computational Statistics & Data Analysis, Elsevier, vol. 51(12), pages 5694-5707, August.


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