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. Author manuscript; available in PMC: 2016 Jan 1.
Published in final edited form as: J R Stat Soc Ser C Appl Stat. 2015 Jan 1;64(1):49–73. doi: 10.1111/rssc.12067

Table 1.

Empirical sizes and powers of the tests Ta1(1),Ta2(1),Tm1(1)andTm2(1) for testing H10 at the nominal level 0.05 for ρ = 0 and 0.92 when 50% of the marks are missing. The bandwidths are h1 = 0.1 and h2 = h. Each entry is based on 500 Gaussian multipliers samples and 500 repetitions.

Size/Power
ρ = 0
ρ = 0.92
Model (α, β, γ) n h
Ta1(1)
Ta2(1)
Tm1(1)
Tm2(1)
Ta1(1)
Ta2(1)
Tm1(1)
Tm2(1)
M1 (0, 0, 0.3) 500 0.15 5.4 4.0 4.0 5.0 4.6 4.2 3.8 4.2
0.20 5.0 4.4 4.6 5.2 4.8 4.0 4.2 3.6
800 0.10 3.8 3.6 4.2 4.2 3.8 3.8 5.4 4.8
0.15 4.0 3.8 4.6 4.6 5.0 4.4 5.4 5.6
M3 (−0.6, 0.6, 0.3) 500 0.15 68.2 67.0 79.4 76.0 73.2 74.6 83.2 85.4
0.20 63.2 65.0 75.8 74.2 69.2 71.4 79.8 82.6
800 0.10 88.2 86.2 94.6 90.4 92.0 93.0 95.0 97.2
0.15 87.4 86.6 92.8 90.8 89.2 90.6 93.4 95.2
M4 (−1.2, 1.2, 0.3) 500 0.15 99.6 99.4 99.8 99.8 99.8 100 99.8 100
0.20 99.4 99.0 99.6 99.8 99.6 99.8 99.8 100
800 0.10 100 100 100 100 100 100 100 100
0.15 100 100 100 100 100 100 100 100
M2 (−0.69, 0, 0.3) 500 0.15 100 100 100 99.8 100 100 100 100
0.20 100 100 100 100 100 100 100 100
800 0.10 100 99.8 100 100 99.8 99.8 99.8 99.8
0.15 100 100 100 100 100 100 100 100