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We propose the use of classification trees for association studies. This approach is applied to a data set from Genetic Analysis Workshop 9 (GAW9), and our analysis precisely identified two disease alleles. Our purpose is to demonstrate the great potential of tree-based analyses for genetic studies, and discuss some issues that warrant further investigation.
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Zhang et al. (2000) studied this question.
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