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Stepwise variable selection in factor analysis

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  • Yutaka Kano

    ()

  • Akira Harada

    ()

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/BF02294182
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    Bibliographic Info

    Article provided by Springer in its journal Psychometrika.

    Volume (Year): 65 (2000)
    Issue (Month): 1 (March)
    Pages: 7-22

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    Handle: RePEc:spr:psycho:v:65:y:2000:i:1:p:7-22

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    Web page: http://www.springerlink.com/link.asp?id=112911

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    Related research

    Keywords: backward elimination; forward selection; goodness-of-fit measure; Lagrange multiplier test; likelihood ratio test; stepwise variable selection; Wald test; World Wide Web (WWW);

    References

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. Karl Jöreskog, 1978. "Structural analysis of covariance and correlation matrices," Psychometrika, Springer, vol. 43(4), pages 443-477, December.
    2. Harman, Harry H., 1976. "Modern Factor Analysis," University of Chicago Press Economics Books, University of Chicago Press, edition 3, number 9780226316529.
    3. Frederick Davis, 1944. "Fundamental factors of comprehension in reading," Psychometrika, Springer, vol. 9(3), pages 185-197, September.
    4. K. Jöreskog, 1967. "Some contributions to maximum likelihood factor analysis," Psychometrika, Springer, vol. 32(4), pages 443-482, December.
    5. Stanley Mulaik & Roderick McDonald, 1978. "The effect of additional variables on factor indeterminacy in models with a single common factor," Psychometrika, Springer, vol. 43(2), pages 177-192, June.
    6. Yutaka Kano & Masamori Ihara, 1994. "Identification of inconsistent variates in factor analysis," Psychometrika, Springer, vol. 59(1), pages 5-20, March.
    7. Hirotugu Akaike, 1987. "Factor analysis and AIC," Psychometrika, Springer, vol. 52(3), pages 317-332, September.
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    Citations

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    Cited by:
    1. Kristine Hogarty & Jeffrey Kromrey & John Ferron & Constance Hines, 2004. "Selection of variables in exploratory factor analysis: An empirical comparison of a stepwise and traditional approach," Psychometrika, Springer, vol. 69(4), pages 593-611, December.
    2. Kaoru Fueda & Masaya Iizuka & Yuichi Mori, 2009. "Variable selection in multivariate methods using global score estimation," Computational Statistics, Springer, vol. 24(1), pages 127-144, February.
    3. Michael Brusco & Renu Singh & Douglas Steinley, 2009. "Variable Neighborhood Search Heuristics for Selecting a Subset of Variables in Principal Component Analysis," Psychometrika, Springer, vol. 74(4), pages 705-726, December.
    4. Brusco, Michael J. & Steinley, Douglas, 2011. "Exact and approximate algorithms for variable selection in linear discriminant analysis," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 123-131, January.
    5. Pacheco, Joaquín & Casado, Silvia & Porras, Santiago, 2013. "Exact methods for variable selection in principal component analysis: Guide functions and pre-selection," Computational Statistics & Data Analysis, Elsevier, vol. 57(1), pages 95-111.

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