Table 4 Mean MSE and AIC for regular & k-means shared frailty models from simulations
Scenario # | Frailty p-value regular | Frailty p-value k-means | AIC regular | AIC k-means | MSE regular | MSE k-means |
|---|---|---|---|---|---|---|
1 | 0.4311 | 0.4708 | 302.093 | 302.404 | 6.087 | 6.059 |
2 | 0.3412 | 0.3838 | 589.745 | 590.649 | 4.450 | 4.428 |
3 | 0.2709 | 0.3356 | 978.151 | 979.739 | 4.060 | 4.039 |
4 | 0.2320 | 0.3120 | 1318.412 | 1320.681 | 3.843 | 3.849 |
5 | 0.3013 | 0.3581 | 990.889 | 992.096 | 4.079 | 4.072 |
6 | 0.1990 | 0.2890 | 1855.438 | 1858.139 | 3.590 | 3.589 |
7 | 0.1410 | 0.2260 | 2727.565 | 2732.042 | 3.578 | 3.601 |
8 | 0.1300 | 0.2010 | 3135.058 | 3139.699 | 3.742 | 3.754 |
9 | 0.4021 | 0.4166 | 304.075 | 304.314 | 6.064 | 6.032 |
10 | 0.2976 | 0.3435 | 593.701 | 594.367 | 4.346 | 4.351 |
11 | 0.2312 | 0.2883 | 984.750 | 986.094 | 3.827 | 3.855 |
12 | 0.1960 | 0.2400 | 1324.327 | 1326.034 | 3.725 | 3.728 |
13 | 0.2675 | 0.3366 | 1005.633 | 1006.984 | 4.083 | 4.092 |
14 | 0.1790 | 0.2310 | 1875.053 | 1877.312 | 3.619 | 3.631 |
15 | 0.1270 | 0.1730 | 2740.402 | 2743.620 | 3.576 | 3.583 |
16 | 0.1090 | 0.1610 | 3149.836 | 3153.604 | 3.555 | 3.564 |
17 | 0.3759 | 0.4107 | 301.481 | 301.947 | 5.931 | 5.933 |
18 | 0.3058 | 0.3521 | 588.084 | 588.830 | 4.454 | 4.450 |
19 | 0.2146 | 0.2817 | 983.022 | 984.564 | 4.117 | 4.136 |
20 | 0.2040 | 0.2700 | 1330.645 | 1332.710 | 3.938 | 3.960 |
21 | 0.2531 | 0.3175 | 997.525 | 998.560 | 4.136 | 4.154 |
22 | 0.1820 | 0.2510 | 1879.733 | 1882.331 | 3.796 | 3.806 |
23 | 0.1100 | 0.1770 | 2732.218 | 736.838 | 3.663 | 3.681 |
24 | 0.0900 | 0.1490 | 3148.873 | 3154.325 | 3.627 | 3.645 |
25 | 0.0578 | 0.0407 | 1325.762 | 1327.56 | 3.637 | 3.664 |
26 | 0.0560 | 0.0255 | 3145.217 | 3150.437 | 3.629 | 3.645 |
27 | 0.0614 | 0.0379 | 1321.419 | 1323.576 | 3.813 | 3.831 |
28 | 0.0519 | 0.0254 | 3144.961 | 3149.621 | 3.663 | 3.701 |
29 | 0.0650 | 0.0420 | 1326.753 | 1328.96 | 3.986 | 3.992 |
30 | 0.0582 | 0.0318 | 3155.085 | 3160.036 | 3.637 | 3.659 |