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. Author manuscript; available in PMC: 2014 Jan 27.
Published in final edited form as: Stat Sin. 2013 Jan 1;23(1):25–50. doi: 10.5705/ss.2010.237

Table 3.

Null region estimates for Study 1. Each entry is the Monte Carlo average of estimated boundary of the null region; the corresponding standard deviation is reported in parentheses.

β1(t) β2(t)

Estimator lower upper lower upper

Dantzig Selector 0.008 (0.064) 6.230 (0.175) 0.002 (0.038) 7.123 (0.202)
gSCAD AIC 0.011 (0.091) 5.773 (0.479) 0.004 (0.063) 6.666 (0.528)
gSCAD BIC 0.010 (0.082) 6.058 (0.171) 0.003 (0.051) 6.951 (0.181)