Skip to main content
. Author manuscript; available in PMC: 2024 May 10.
Published in final edited form as: J Mach Learn Res. 2020;21:94.

Table 7:

Table lists the empirical size (δ1 = 0) and power (δ1 = 0.50, 0.75, 1.00) of our proposed test, SSF and PTT for Setting 6 with δ2 = δ3 = 0.00 and sample size ranging from 100 to 1000.

Sample Size
100 200 300 400 500 600 700 800 900 1000
δ1 = 0.00 Proposed 0.08 0.04 0.06 0.06 0.06 0.08 0.10 0.07 0.06 0.07
SSF 0.08 0.06 0.06 0.09 0.10 0.05 0.09 0.14 0.08 0.06
PTT 0.02 0.1 0.04 0.08 0.11 0.05 0.16 0.12 0.13 0.06
δ1 = 0.50 Proposed 0.21 0.33 0.48 0.57 0.73 0.73 0.82 0.91 0.94 0.96
SSF 0.01 0.05 0.10 0.17 0.29 0.32 0.46 0.48 0.63 0.72
PTT 0.13 0.22 0.35 0.50 0.51 0.53 0.72 0.73 0.78 0.86
δ1 = 0.75 Proposed 0.66 0.89 0.98 1.00 1.00 1.00 1.00 1.00 1.00 1.00
SSF 0.13 0.48 0.74 0.89 0.98 1.00 0.99 1.00 1.00 1.00
PTT 0.16 0.32 0.41 0.43 0.66 0.67 0.73 0.85 0.85 0.89
δ1 = 1.00 Proposed 0.93 0.99 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00
SSF 0.47 0.93 0.99 1.00 1.00 1.00 1.00 1.00 1.00 1.00
PTT 0.16 0.41 0.55 0.62 0.69 0.85 0.86 0.90 0.90 0.95