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. Author manuscript; available in PMC: 2014 Dec 23.
Published in final edited form as: Ann Stat. 2014 Nov 1;42(6):2202–2242. doi: 10.1214/14-AOS1243

Table 2.

Hamming errors in Experiment 1b. It has the same setting as Experiment 1a. “adCASE” refers to the adaptive CASE, where (sp, τp) are estimated from SaRa. The tuning parameters in SaRa are selected using a modified BIC.

ϑ sp τp

4.0 4.5 5.0 5.5 6.0 6.5
0.3 338.4 CASE 105.8 63.9 37.6 18.5 8.9 4.8
adCASE 100.3 63.6 37.8 18.6 8.9 4.8
SaRa 190.7 162.0 131.3 98.0 68.2 47.1

3.0 3.5 4.0 4.5 5.0 5.5

0.45 108.3 CASE 50.1 35.5 26.3 20.0 12.8 6.2
adCASE 48.6 33.9 26.0 20.8 16.6 9.7
SaRa 86.1 76.7 71.4 66.7 65.0 62.8

3.0 3.5 4.0 4.5 5.0 5.5

0.6 30.2 CASE 14.4 11.1 8.9 6.7 5.0 3.9
adCASE 14.0 11.0 8.8 6.5 4.8 3.4
SaRa 35.7 28.5 24.1 19.9 15.8 11.9

3.0 3.5 4.0 4.5 5.0 5.5

0.75 8.4 CASE 3.5 2.9 2.4 1.8 1.6 1.3
adCASE 3.7 3.0 2.2 1.8 1.5 1.3
SaRa 13.3 11.5 8.0 5.2 4.0 2.9