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An Agglomerative Hierarchical Variable-Clustering Method Based on a Correlation Matrix

  • Published : 2003.08.01

Abstract

Generally, most of researches that need a variable-clustering process use an exploratory factor analysis technique or a divisive hierarchical variable-clustering method based on a correlation matrix. And some researchers apply a object-clustering method to a distance matrix transformed from a correlation matrix, though this approach is known to be improper. On this paper an agglomerative hierarchical variable-clustering method based on a correlation matrix itself is suggested. It is derived from a geometric concept by using variate-spaces and a characterizing variate.

Keywords

References

  1. 한국분류학회지 v.4 군집성분을 이용한 변수군집분석 강현철;김윤규;김기영
  2. 박사학위논문, 고려대학교 상관구조의 기하적 고찰과 고유변화에 관한 연구 이광진
  3. 응용통계연구 v.10 no.2 대표성분점수화법의 제안과 이의 타당성 및 활용성에 관한 연구 이광진
  4. Modern Factor Analysis Harman,H.H.
  5. Ph. D. Dissertation, Korea University A study of Multivariate Structural Relationships for Groups of Variables Kang,H.
  6. SAS/STAT User's Guide(Version 6)(Fourth Edition) v.1 SAS Institute