• Title/Summary/Keyword: CART알고리즘을 활용한 확장된 다중인자 차원축소방법

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Power of Expanded Multifactor Dimensionality Reduction with CART Algorithm (CART 알고리즘을 활용한 확장된 다중인자 차원축소방법의 검정력 평가)

  • Lee, Jea-Young;Lee, Jong-Hyeong;Lee, Ho-Guen
    • Communications for Statistical Applications and Methods
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    • v.17 no.5
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    • pp.667-678
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    • 2010
  • It is important to detect the gene-gene interaction in GWAS(Genome-Wide Association Study). There are many studies about detecting gene-gene interaction. The one is Multifactor dimensionality reduction method. But MDR method is not applied continuous data and expanded multifactor dimensionality reduction(E-MDR) method is suggested. The goal of this study is to evaluate the power of E-MDR for identifying gene-gene interaction by simulation. Also we applied the method on the identify interaction e ects of single nucleotid polymorphisms(SNPs) responsible for economic traits in a Korean cattle population (real data).