응용통계연구 (The Korean Journal of Applied Statistics)

  • 제22권1호
  • /
  • Pages.189-195
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  • 2009
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  • 1225-066X(pISSN)
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  • 2383-5818(eISSN)
한국통계학회 (The Korean Statistical Society)
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A Dynamic Graphical Method for Transformations and Curvature Specifications in Regression

  • Seo, Han-Son (Dept. of Applied Statistics, Konkuk University) ;
  • Yoon, Min (Dept of Applied Statistics, Konkuk University)
  • 발행 : 2009.02.28
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초록

A dynamic graphical procedure is suggested to estimate optimal response transformation parameter and a curvature function of covariates in the regression model. Augmented partial residual plot is chosen for specifying a curvature. The proposed method is compared with a different approach (Soo, 2007) and is investigated efficiency by applying it to the real and the artificial data. The method is also extended to the 3D graphical situations.

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참고문헌

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  8. Seo, H. S. (2007). A visual procedure for response transformations and curvature specifications, The 7th International Conference on Optimization: Techniques and Applications (ICOTA 7), CD-ROM
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  10. Weisberg, S. (1985). Applied Linear Regression, John Wiley & Sons, New York

피인용 문헌

  1. Regression diagnostics for response transformations in a partial linear model vol.24, pp.1, 2013, https://doi.org/10.7465/jkdi.2013.24.1.33