Research Article
On Suitability of Mixture of Generalized Exponential Models in Modeling Right-Censored Medical Datasets Using Conditional Expectations
Table 12
BEs for RCs of the right-censored 2CMGED.
| | Loss function | NIP | IP | | | | | | |
| 20 | SELF | 0.1118 | 2.0554 | 0.3418 | 0.1148 | 2.0439 | 0.3303 | (0.0209) | (0.3815) | (0.0278) | (0.0193) | (0.3510) | (0.0257) | PLF | 0.1128 | 2.0669 | 0.3429 | 0.1160 | 2.0554 | 0.3315 | (0.0266) | (0.2943) | (0.0345) | (0.0245) | (0.2708) | (0.0318) | ELF | 0.1091 | 1.9957 | 0.3332 | 0.1129 | 1.9899 | 0.3223 | (0.0194) | (0.3599) | (0.0256) | (0.0178) | (0.3312) | (0.0240) | LLF | 0.1090 | 1.9899 | 0.3294 | 0.1120 | 2.0001 | 0.3201 | (0.0206) | (0.2337) | (0.0274) | (0.0201) | (0.2175) | (0.0254) |
| 50 | SELF | 0.1198 | 1.9375 | 0.3247 | 0.1207 | 1.9272 | 0.3141 | (0.0136) | (0.2106) | (0.0252) | (0.0125) | (0.1930) | (0.0232) | PLF | 0.1211 | 1.9486 | 0.3258 | 0.1230 | 1.9382 | 0.3153 | (0.0172) | (0.1603) | (0.0309) | (0.0156) | (0.1469) | (0.0283) | ELF | 0.1179 | 1.8806 | 0.3157 | 0.1176 | 1.8756 | 0.3062 | (0.0125) | (0.1981) | (0.0236) | (0.0116) | (0.1831) | (0.0217) | LLF | 0.1171 | 1.8741 | 0.3166 | 0.1185 | 1.8772 | 0.3047 | (0.0137) | (0.1249) | (0.0247) | (0.0120) | (0.1181) | (0.0224) |
| 100 | SELF | 0.1391 | 1.6396 | 0.3164 | 0.1427 | 1.6168 | 0.3065 | (0.0088) | (0.1157) | (0.0228) | (0.0078) | (0.1059) | (0.0209) | PLF | 0.1463 | 1.6606 | 0.3303 | 0.1500 | 1.6428 | 0.3201 | (0.0130) | (0.0975) | (0.0264) | (0.0120) | (0.0892) | (0.0242) | ELF | 0.1362 | 1.6093 | 0.3091 | 0.1396 | 1.5881 | 0.3002 | (0.0082) | (0.1074) | (0.0213) | (0.0074) | (0.1002) | (0.0196) | LLF | 0.1415 | 1.5997 | 0.3194 | 0.1460 | 1.5873 | 0.3097 | (0.0102) | (0.0732) | (0.0209) | (0.0096) | (0.0693) | (0.0189) |
| 200 | SELF | 0.1578 | 1.4922 | 0.3067 | 0.1618 | 1.4867 | 0.2944 | (0.0063) | (0.0879) | (0.0210) | (0.0058) | (0.0801) | (0.0188) | PLF | 0.1609 | 1.4984 | 0.3056 | 0.1630 | 1.4928 | 0.2934 | (0.0079) | (0.0667) | (0.0254) | (0.0073) | (0.0607) | (0.0228) | ELF | 0.1554 | 1.4673 | 0.3021 | 0.1590 | 1.4598 | 0.2895 | (0.0058) | (0.0828) | (0.0193) | (0.0054) | (0.0747) | (0.0174) | LLF | 0.1559 | 1.4605 | 0.2969 | 0.1575 | 1.4529 | 0.2849 | (0.0064) | (0.0520) | (0.0195) | (0.0059) | (0.0490) | (0.0181) |
|
|