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일반화선형모형에서의 3차원 CERES그림Three Dimensional CERES Plot in Generalized Linear Models
- Other Titles
- Three Dimensional CERES Plot in Generalized Linear Models
- Issue Date
- Feb-2008
- Publisher
- 한국통계학회
- Keywords
- Generalized linear model; partial residual plot; CERES plot; LOESS.
- Citation
- 응용통계연구, v.21, no.1, pp 169 - 176
- Pages
- 8
- Journal Title
- 응용통계연구
- Volume
- 21
- Number
- 1
- Start Page
- 169
- End Page
- 176
- ISSN
- 1225-066X
- Abstract
- We explore the structure and usefulness of three dimensional CERES plot as a basictool for dealing with curvature as a function of the new predictors in generalized linearmodels. If predictors have nonlinear eects and there are nonlinear relationships amongthe predictors, the partial residual plot is not able to display the correct functional formof the predictors. Unlike this plots, the CERES plot can show the correct form. Thisis illustrated by simulated data.
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