Times to Call lars Function Cost λ γ LARSa LARSd COSTa COSTd OLSa OLSd Bin 1 1 0.3 147 48 52 88 147 49 32   1 1.0 147 54 57 112 147 53 36   3 0.3 24 17 36 12 26 18 9   3 1.0 24 27 29 14 26 28 10 2 1 0.3 167 54 52 105 163 56 36   1 1.0 159 60 57 117 156 60 40   3 0.3 24 17 36 12 26 18 9   3 1.0 24 27 29 14 26 28 10

Table 2: Comparison of 7 ordering methods using simulation model 1. Model 1 contains 10 potential predictors, and only one is the true predictor.