Biplots of Multivariate Data Guided by Linear and/or Logistic Regression}
Biplots of Multivariate Data Guided by Linear and/or Logistic Regression}
- 주제(키워드) Data visualization , biplot graph , linear regression , logistic regression , dimensional reduction.
- 발행기관 한국통계학회
- 발행년도 2013
- 총서유형 Journal
- UCI G704-000420.2013.20.2.003
- KCI ID ART001756490
- 본문언어 영어
초록/요약
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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