Table 2.
Empirical FDR and power under nominal FDR of 0.1 based on 200 replicates.
Distribution | Metric | Method | |S*| = 15 | |S*| = 20 | |S*| = 25 | |S*| = 30 |
---|---|---|---|---|---|---|
DM | CKF | 0.097 | 0.124 | 0.113 | 0.098 | |
CKF+ | 0.048 | 0.082 | 0.080 | 0.076 | ||
KF | 0.122 | 0.117 | 0.110 | 0.108 | ||
KF+ | 0.068 | 0.084 | 0.079 | 0.084 | ||
CL | 0.814 | 0.783 | 0.670 | 0.620 | ||
BH | 0.106 | 0.095 | 0.100 | 0.102 | ||
CKF | 0.939 | 0.944 | 0.955 | 0.960 | ||
CKF+ | 0.897 | 0.914 | 0.946 | 0.958 | ||
KF | 0.999 | 0.998 | 0.953 | 0.931 | ||
KF+ | 0.990 | 0.974 | 0.881 | 0.851 | ||
BH | 0.626 | 0.547 | 0.445 | 0.385 | ||
LN | CKF | 0.132 | 0.107 | 0.102 | 0.102 | |
CKF+ | 0.073 | 0.064 | 0.070 | 0.075 | ||
KF | 0.101 | 0.115 | 0.101 | 0.090 | ||
KF+ | 0.064 | 0.070 | 0.062 | 0.054 | ||
CL | 0.825 | 0.797 | 0.778 | 0.765 | ||
BH | 0.094 | 0.108 | 0.097 | 0.087 | ||
CKF | 0.954 | 0.961 | 0.968 | 0.968 | ||
CKF+ | 0.881 | 0.907 | 0.946 | 0.935 | ||
KF | 0.849 | 0.755 | 0.691 | 0.577 | ||
KF+ | 0.730 | 0.582 | 0.555 | 0.457 | ||
BH | 0.521 | 0.426 | 0.475 | 0.409 |