• Title/Summary/Keyword: MANOVA. SVD

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MANCOVA Biplot

  • Choi Yong-Seok;Hyun Gee Hong;Jung Su Mi
    • Communications for Statistical Applications and Methods
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    • v.12 no.3
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    • pp.705-712
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    • 2005
  • Biplot is a graphical display of the rows and columns of an n${\times}$p data matrix. In particular, Gabriel (1995) suggested the MANOVA biplot using singular value decomposition (SVD) with the averages of response variables according to treatment groups. But his biplot may cause wrong results by disregarding them when there exist covariate effects. In this paper, we will provide the MANCOA biplot based on the SVD with the parameter estimates for MANCOVA model when there exist covariate effects.

다변량 공분산분석 행렬도

  • Jeong, Su-Mi;Choe, Yong-Seok;Hyeon, Gi-Hong
    • Proceedings of the Korean Statistical Society Conference
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    • 2005.05a
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    • pp.285-290
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    • 2005
  • Biplot is a graphical display of the rows and columns an $n{\time}p$ data matrix. In particular, Gabriel(1981) suggested The MANOVA BIPLOT using singular value decomposition (SVD) with the averages of response variables according to treatment groups. But his biplot may cause wrong results by disregarding them when there exists covariate effects. In this paper, we will provide the MANCOVA BIPLOT based on the SVD with the parameter estimates for MANCOVA model when there exist covariate effects.

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