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Table 3 Average λ selected by 10-fold cross validation

From: Resampling-based tests for Lasso in genome-wide association studies

Num. of Null SNPs

Avg. λ (Std. dev.)

0

0.0007 (0.0013)

45

0.048 (0.011)

300

0.076 (0.013)

900

0.089 (0.015)

20000

0.136 (0.024)

  1. For Lasso-RB, Lasso-MRB, and Lasso-PT: the average λ selected by 10-fold CV across 300 simulated datasets is reported for simulation scenarios with varying number of null SNPs. Standard deviations are listed in parentheses
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BMC Genomic Data

ISSN: 2730-6844

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