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Biplots of Multivariate Data Guided by Linear and/or Logistic Regression}Biplots of Multivariate Data Guided by Linear and/or Logistic Regression}
- Other Titles
- Biplots of Multivariate Data Guided by Linear and/or Logistic Regression}
- Issue Date
- 2013
- Publisher
- 한국통계학회
- Keywords
- Data visualization; biplot graph; linear regression; logistic regression; dimensional reduction.
- Citation
- Communications for Statistical Applications and Methods, v.20, no.2, pp.129 - 136
- Indexed
- KCI
- Volume
- 20
- Number
- 2
- Start Page
- 129
- End Page
- 136
- ISSN
- 2287-7843
- Abstract
- Linear regression is the most basic statistical model for exploring the relationship between a numerical response variable and several explanatory variables. Logistic regression secures the role of linear regression for the dichotomous response variable. In this paper, we propose a biplot-type display of the multivariate data guided by the linear regression and/or the logistic regression. The figures show the directional flow of the response variable as well as the interrelationship of explanatory variables.
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