Table 3 Estimate the number of non - differentially expressed genes
M | m0 | The conventional algorithm for estimating m0 | UGM | ||
|---|---|---|---|---|---|
ABH | S~λ | TST | |||
m = 10,000 | 9500 | 9517.19 | 9508.02 | 9050.38 | 9506.46 |
9000 | 9009.29 | 8994.82 | 8567.83 | 8998.81 | |
8500 | 8506.22 | 8501.08 | 8094.84 | 8499.64 | |
8000 | 8005.65 | 8016.6 | 7621.17 | 8002.45 | |
m = 8000 | 7600 | 7618.56 | 7594.42 | 7238.49 | 7605.38 |
7200 | 7212.48 | 7202.38 | 6857.02 | 7201.19 | |
6800 | 6806.34 | 6797.70 | 6476.21 | 6802.57 | |
6400 | 6405.70 | 6389.94 | 6092.90 | 6394.36 | |
m = 5000 | 4750 | 4769.55 | 4747.70 | 4523.67 | 4746.36 |
4500 | 4510.81 | 4494.24 | 4286.04 | 4501.43 | |
4250 | 4256.13 | 4248.34 | 4044.48 | 4247.84 | |
4000 | 4005.39 | 4001.74 | 3806.76 | 3999.08 | |
m = 3000 | 2850 | 2873.10 | 2842.86 | 2712.85 | 2847.21 |
2700 | 2712.24 | 2704.64 | 2571.58 | 2699.57 | |
2550 | 2557.97 | 2542.64 | 2431.85 | 2552.04 | |
2400 | 2405.60 | 2396.16 | 2286.61 | 2399.08 | |
m = 2000 | 1900 | 1920.93 | 1907.90 | 1810.11 | 1900.54 |
1800 | 1810.78 | 1804.56 | 1715.32 | 1802.80 | |
1700 | 1709.40 | 1707.18 | 1619.89 | 1700.99 | |
1600 | 1605.61 | 1599.80 | 1522.54 | 1597.70 | |
m = 1000 | 950 | 972.36 | 949.10 | 904.86 | 949.81 |
900 | 911.96 | 897.02 | 857.14 | 901.10 | |
850 | 856.03 | 843.98 | 809.41 | 849.86 | |
800 | 805.23 | 800.84 | 761.54 | 800.16 | |