Table 2.
Estimated type I error of the test of no treatment by time interaction at 0
#genes | normal | exponential | Poisson | Cauchy |
---|---|---|---|---|
5 | 0.087 | 0.103 | 0.099 | 0.046 |
10 | 0.074 | 0.082 | 0.064 | 0.035 |
20 | 0.061 | 0.063 | 0.050 | 0.024 |
30 | 0.070 | 0.071 | 0.063 | 0.019 |
40 | 0.071 | 0.060 | 0.065 | 0.019 |
50 | 0.064 | 0.052 | 0.056 | 0.011 |
100 | 0.037 | 0.051 | 0.048 | 0.012 |
200 | 0.043 | 0.050 | 0.052 | 0.018 |
500 | 0.048 | 0.040 | 0.051 | 0.022 |
1000 | 0.057 | 0.046 | 0.048 | 0.013 |
The data from the same gene followed unstructured correlation. For each simulation, there are two time points.