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. 2016 Oct 31;205(1):77–88. doi: 10.1534/genetics.116.192195

Table 3. Average number of nonzero coefficients and MAE of coefficient estimates over 50 simulation replicates.

Simulation Scenarios sslasso (s1 = 1) Lasso
Average Number MAE Average Number MAE
Scenario 1, s0 = 0.04 15.800 1.431(0.420) 30.800 2.150(0.726)
Scenario 2, s0 = 0.03 5.780 0.750(0.452) 30.540 2.255(0.667)
Scenario 3, s0 = 0.04 10.420 0.669(0.286) 39.540 2.680(0.729)
Scenario 4, s0 = 0.04 32.900 1.984(0.352) 32.960 2.316(0.770)
Scenario 5, s0 = 0.03 6.460 0.906(0.498) 42.260 2.783(0.908)
Scenario 6, s0 = 0.03 5.920 0.629(0.362) 43.060 2.865(0.842)

Values in parentheses are SE.