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초록
We explore the structure and usefulness of the 3-D residual plot as a basic tool for dealing with interaction in generalized linear models. If predictors have an interaction effect, the shape obtained by rotating the 3-D residual plot will show its presence. To illustrate the use of this plot as an aid to exploring the interaction, we present an example of a binomial regression model using simulated data.
키워드
generalized linear model; interaction; 3-D residual plot; generalized linear model; interaction; 3-D residual plot
- 제목
- Exploring Interaction in Generalized Linear Models
- 저자
- 강명욱
- 발행일
- 2005-02
- 저널명
- 한국데이터정보과학회지
- 권
- 16
- 호
- 1
- 페이지
- 95 ~ 105