Table 5.
type | t test | Welch’s test | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
η | 0.80 | 0.90 | 0.80 | 0.90 | |||||||
output | N | P(BF > BFthresh) | N | P(BF > BFthresh) | N | P(BF > BFthresh) | N | P(BF > BFthresh) | |||
b | BFthresh = 1 | two-sided | H0 | 25 | 0.95 | 36 | 0.96 | 26 | 0.95 | 35 | 0.96 |
H1 | 0.80 | 0.91 | 0.81 | 0.90 | |||||||
one-sided | H0 | 18 | 0.93 | 27 | 0.95 | 18 | 0.93 | 27 | 0.95 | ||
H2 | 0.81 | 0.90 | 0.81 | 0.90 | |||||||
BFthresh = 3 | two-sided | H0 | 36 | 0.85 | 72 | 0.90 | 36 | 0.85 | 73 | 0.90 | |
H1 | 0.80 | 0.98 | 0.80 | 0.98 | |||||||
one-sided | H0 | 30 | 0.82 | 81 | 0.91 | 30 | 0.82 | 79 | 0.90 | ||
H2 | 0.81 | 1.00 | 0.81 | 0.99 | |||||||
BFthresh = 5 | two-sided | H0 | 67 | 0.80 | 191 | 0.91 | 66 | 0.80 | 191 | 0.91 | |
H1 | 0.96 | 1.00 | 0.96 | 1.00 | |||||||
one-sided | H0 | 67 | 0.80 | 207 | 0.90 | 67 | 0.80 | 209 | 0.90 | ||
H2 | 0.98 | 1.00 | 0.98 | 1.00 | |||||||
2b | BFthresh = 1 | two-sided | H0 | 21 | 0.91 | 31 | 0.93 | 21 | 0.91 | 31 | 0.93 |
H1 | 0.80 | 0.90 | 0.80 | 0.90 | |||||||
one-sided | H0 | 14 | 0.88 | 23 | 0.91 | 14 | 0.88 | 23 | 0.91 | ||
H2 | 0.82 | 0.90 | 0.82 | 0.90 | |||||||
BFthresh = 3 | two-sided | H0 | 48 | 0.80 | 130 | 0.90 | 48 | 0.80 | 139 | 0.90 | |
H1 | 0.93 | 1.00 | 0.92 | 1.00 | |||||||
one-sided | H0 | 48 | 0.80 | 158 | 0.90 | 46 | 0.80 | 156 | 0.90 | ||
H2 | 0.96 | 1.00 | 0.95 | 1.00 | |||||||
BFthresh = 5 | two-sided | H0 | 128 | 0.80 | 369 | 0.90 | 127 | 0.80 | 379 | 0.90 | |
H1 | 1.00 | 1.00 | 1.00 | 1.00 | |||||||
one-sided | H0 | 134 | 0.81 | 420 | 0.90 | 134 | 0.80 | 422 | 0.90 | ||
H2 | 1.00 | 1.00 | 1.00 | 1.00 | |||||||
3b | BFthresh = 1 | two-sided | H0 | 19 | 0.88 | 29 | 0.91 | 19 | 0.87 | 29 | 0.91 |
H1 | 0.80 | 0.91 | 0.81 | 0.91 | |||||||
one-sided | H0 | 10 | 0.82 | 26 | 0.90 | 10 | 0.80 | 26 | 0.91 | ||
H2 | 0.80 | 0.94 | 1.01 | 0.94 | |||||||
BFthresh = 3 | two-sided | H0 | 73 | 0.81 | 196 | 0.90 | 73 | 0.80 | 208 | 0.91 | |
H1 | 0.99 | 1.00 | 0.99 | 1.00 | |||||||
one-sided | H0 | 70 | 0.81 | 230 | 0.90 | 73 | 0.81 | 226 | 0.90 | ||
H2 | 0.99 | 1.00 | 1.00 | 1.00 | |||||||
BFthresh = 5 | two-sided | H0 | 191 | 0.81 | 551 | 0.90 | 196 | 0.80 | 580 | 0.91 | |
H1 | 1.00 | 1.00 | 1.00 | 1.00 | |||||||
one-sided | H0 | 199 | 0.80 | 608 | 0.90 | 200 | 0.80 | 622 | 0.90 | ||
H2 | 1.00 | 1.00 | 1.00 | 1.00 |
1 the means μ1 = 0.8, μ2 = 0 and the variance σ2 = 1
2 the means μ1 = 0.8, μ2 = 0 and the variances ,