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Classification and Selection of the Breeding materials in the Silkworm, Bombyx mori, by Multivariate Analysis 1. Classification of the Silkworm Genetic Stocks by Principal Component Analysis and Cluster Analysis (다변량 해석법에 의한 누에 육종소재의 탐색 1. 주성분분석과 집락분석을 이용한 누에품종분류)

  • 정도섭;이인정
    • Journal of Sericultural and Entomological Science
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    • v.31 no.2
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    • pp.102-112
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    • 1989
  • Principal component analysis and cluster analysis were performed on the nine quantitative characters of the one hundred and forty eight silkworm genetic stocks. The six major quantitative characters such as cocoon yield, cocoon weight, cocoon shell weight, cocoon shell percentage, larval period of the 5th instar silkworm, and total larval period showed significantly positive correlation between them. The first three principal components extracted form the initial nine variables by principal component analysis accounted for about eighty percent of original information. The first and second principal components were characterized as factors related to silk productivity, and cocoon productivity, respectively. On the basis of multivariate analysis using city block distance determined from the first three principal components to measure the phenotypic diversity, the one hundred and forty eight silkworm genetic stocks could be clustered into seven varietal groups, and the phenotypic diversity between the varietal groups was partly related to their geographical origins. Among 7 varietal group, group II and IV revealed higher silk and cocoon productivity.

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