Table 1. Descriptive statistics of the used data sets.
Data set | Subset | N | Mean | SD | Median | ||||
---|---|---|---|---|---|---|---|---|---|
Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 | ||
1 | 1 | 1000 | 1000 | 0.036 | -0.026 | 4.156 | 4.13 | 0.137 | -0.073 |
2 | 1000 | 1000 | -2.327 | -2.335 | 3.326 | 3.41 | -2.258 | -3.645 | |
3 | 1000 | 1000 | 2.327 | 2.335 | 3.326 | 3.41 | 2.258 | 3.645 | |
4 | 1000 | 1000 | -0.012 | 0.02 | 0.974 | 4.033 | -0.006 | -0.113 | |
5 | 1000 | 1000 | 1.896 | 1.876 | 1.861 | 1.904 | 1.351 | 1.864 | |
6 | 1000 | 1000 | -1.896 | -1.932 | 1.861 | 0.925 | -1.351 | -1.936 | |
2 | 1 | 100 | 100 | 1 | 2 | 1 | 2 | 1 | 2 |
2 | 100 | 100 | 1 | 1 | 0 | 0 | 1 | 1 | |
3 | 100 | 100 | 1 | 2 | 0 | 0 | 1 | 2 | |
4 | 100 | 100 | 3 | 3 | 1.4 | 1.4 | 3 | 3 | |
5 | 100 | 100 | 49.7 | 47.7 | 30.3 | 28.4 | 46.5 | 51.5 | |
6 | 100 | 100 | 497.1 | 477.3 | 302.9 | 284.1 | 465 | 515 | |
3 | Dynamically created as described in the data sets section | ||||||||
4 | 1 | 1000 | 1000 | 0.008 | -0.069 | 1.007 | 1.001 | 0.007 | -0.077 |
2 | 1000 | 1000 | -0.015 | -0.002 | 0.992 | 0.984 | -0.049 | -0.005 | |
3 | 1000 | 1000 | 0.015 | -0.012 | 0.983 | 1.008 | 0.033 | -0.027 | |
4 | 1000 | 1000 | -0.015 | 0.027 | 1.027 | 1.059 | -0.052 | 0.029 | |
5 | 1000 | 1000 | 0.011 | -0.025 | 0.96 | 0.995 | 0.015 | -0.023 | |
6 | 1000 | 1000 | 0.025 | -0.012 | 1 | 0.979 | 0.032 | 0.027 | |
7 | 1000 | 1000 | 0.036 | 0.031 | 0.98 | 0.989 | 0.044 | 0.009 | |
8 | 1000 | 1000 | -0.025 | 0.052 | 1.011 | 0.998 | -0.032 | 0.049 | |
9 | 1000 | 1000 | 0.04 | -0.05 | 1.006 | 1.06 | 0.006 | -0.09 | |
10 | 1000 | 1000 | -0.014 | -0.031 | 1.008 | 0.974 | 0.026 | -0.036 | |
11 | 1000 | 1000 | -0.006 | 3.014 | 1.011 | 0.989 | 0.035 | 2.987 | |
12 | 1000 | 1000 | -0.014 | 4.011 | 0.964 | 1.006 | -0.036 | 3.961 | |
13 | 1000 | 1000 | 0.055 | 5.061 | 1.021 | 1.026 | 0.038 | 5.049 | |
14 | 1000 | 1000 | -0.005 | 6.009 | 1.012 | 0.973 | 0 | 6.023 | |
15 | 1000 | 1000 | -0.003 | 7.01 | 0.995 | 0.954 | 0.011 | 7.013 | |
16 | 1000 | 1000 | 0.032 | 0 | 1.04 | 3.263 | 0.072 | 0 | |
17 | 1000 | 1000 | -0.004 | 0 | 0.993 | 4.127 | -0.006 | 0 | |
18 | 1000 | 1000 | -0.003 | 0 | 0.972 | 5.175 | -0.032 | 0 | |
19 | 1000 | 1000 | -0.03 | 0 | 0.984 | 6.059 | -0.022 | 0 | |
20 | 1000 | 1000 | 0.055 | 0 | 1.049 | 7.058 | 0.028 | 0 | |
5 | 1 | 131032 | 127397 | 3.66 | 3.66 | 0.684 | 0.822 | 3.59 | 3.44 |
6 | 1 | 1494 | 1302 | 4.79 | 4.8 | 0.28 | 0.29 | 4.84 | 4.82 |
2 | 1494 | 1302 | 5 | 4.97 | 0.23 | 0.4 | 5.04 | 5.04 | |
3 | 1494 | 1302 | 3.96 | 3.84 | 0.42 | 0.47 | 3.88 | 3.74 | |
4 | 1494 | 1302 | 3.32 | 3.3 | 1.01 | 0.83 | 3.56 | 3.51 | |
5 | 1494 | 1302 | 3.74 | 3.68 | 0.31 | 0.4 | 3.78 | 3.75 | |
6 | 1494 | 1302 | 3.43 | 3.15 | 0.37 | 0.52 | 3.5 | 3.14 | |
7 | 1494 | 1302 | 3.66 | 3.6 | 0.44 | 0.51 | 3.66 | 3.64 | |
8 | 1494 | 1302 | 2.89 | 2.9 | 0.53 | 0.69 | 2.81 | 2.67 | |
7 | 1 | 4687 | 835 | -0.000776 | 0.0088 | 0.01623 | 0.0603 | 0 | 0.037 |