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Exploring Interaction in Generalized Linear Models
- Authors
- 강명욱
- Issue Date
- Feb-2005
- Publisher
- 한국데이터정보과학회
- Keywords
- generalized linear model; interaction; 3-D residual plot; generalized linear model; interaction; 3-D residual plot
- Citation
- 한국데이터정보과학회지, v.16, no.1, pp 95 - 105
- Pages
- 11
- Journal Title
- 한국데이터정보과학회지
- Volume
- 16
- Number
- 1
- Start Page
- 95
- End Page
- 105
- ISSN
- 1598-9402
- Abstract
- 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.
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