On Assessing Genome-Wide Statistical Significance for Large p Small n Problems

نویسندگان

  • Guoqing Diao
  • Anand N. Vidyashankar
چکیده

Assessing genome-wide statistical significance is an important issue in genetic studies. We describe a new resampling approach for determining the appropriate thresholds for statistical significance. Our simulation results demonstrate that the proposed approach accurately controls the genome-wide type I error rate even under the large p small n situations.

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Assessing genome-wide statistical significance for large p small n problems.

Assessing genome-wide statistical significance is an important issue in genetic studies. We describe a new resampling approach for determining the appropriate thresholds for statistical significance. Our simulation results demonstrate that the proposed approach accurately controls the genome-wide type I error rate even under the large p small n situations.

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تاریخ انتشار 2013