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Collapsibility and Suppression for Cumulative Logistic Model
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  • Collapsibility and Suppression for Cumulative Logistic Model
  • Collapsibility and Suppression for Cumulative Logistic Model
저자명
Hong. Chong-Sun,Kim. Kil-Tae
간행물명
한국통계학회 논문집
권/호정보
2005년|12권 2호|pp.313-322 (10 pages)
발행정보
한국통계학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

In this paper, we discuss suppression for logistic regression model. Suppression for linear regression model was defined as the relationship among sums of squared for regression as well as correlation coefficients of. variables. Since it is not common to obtain simple correlation coefficient for binary response variable of logistic model, we consider cumulative logistic models with multinomial and ordinal response variables rather than usual logistic model. As number of category of a response variable for the cumulative logistic model gets collapsed into binary, it is found that suppressions for these logistic models are changed. These suppression results for cumulative logistic models are discussed and compared with those of linear model.