Research Article
New Cure Rate Survival Models Generated by Poisson Distribution and Different Regression Structures with Applications to Cancer Data Set
Table 4
ML estimators, standard errors (SEs), and information criteria for the colon cancer data set for different models.
| Parameter | BeCR (SE) | PCR (SE) | BCR (n = 3) (SE) | NBCR (SE) | GeCR (SE) |
| | 20.6813(1.3796) | 15.4415(3.4498) | 22.1329(0.7417) | 9.7984(1.8320) | 2.6804(0.2777) | | 0.1099(0.0078) | 0.1842(0.0418) | 0.1184(0.0059) | 0.2955(0.0578) | 1.4833(0.1870) | | 0.5930(0.0322) | 0.4524(0.0383) | 0.4965(0.0353) | 0.4665(0.0376) | 0.4772(0.0385) | | 2.8869(1.6967) | −8.6756(1.5321) | 19.7722(1.6290) | −64.4204(0.7785) | 27.7173(1.6328) | | −1.6270(0.1990) | −1.6026(0.1512) | −1.6600(0.1711) | −1.5996(0.1217) | −1.2833(0.0967) | | 0.0242 (0.1196) | 0.0577 (0.1099) | 0.0473 (0.1145) | 0.0418 (0.0995) | 0.0924(0.0552) | | −0.2994(0.1528) | −0.3801(0.1461) | −0.3579(0.1477) | −0.3659(0.1263) | −0.4018(0.1119) | | −0.5319(0.1433) | −0.4744(0.1261) | −0.5036(0.1328) | −0.4703(0.1121) | −0.3211(0.0972) | | −3.8631(1.9128) | 7.5284(1.5126) | −20.8649(1.6097) | 63.5555(0.8073) | −28.6372(1.5860) | | −3.7512(1.9123) | 7.5833(1.5133) | −20.7897(1.6124) | 63.6085(0.8106) | −28.6161(1.5802) | | −3.1194 (1.9096) | 8.2153(1.5122) | −20.1446(1.6097) | 64.2500(0.8113) | −28.1492(1.5794) | | 1.9159(0.6632) | 1.9505(0.5150) | 1.9853(0.5265) | 1.9243(0.4332) | 22.3753(0.2366) | | 1.7966(0.4842) | 1.8442(0.3385) | 1.8648(0.3600) | 1.7902(0.2764) | 1.5171(0.2520) | | 0.9459(0.4432) | 0.9770(0.2987) | 0.9865(0.3189) | 0.9430(0.2421) | 0.7743(0.2098) | | −0.4775(0.1887) | −0.3869(0.1683) | −0.4275(0.1712) | −0.3856(0.1419) | −0.2553(0.1259) | | 0.0551 (0.1338) | −0.0096 (0.1234) | 0.0058 (0.1274) | −0.0102 (0.1097) | −0.0081 (0.0552) |
| −2 Log L | 5271.046 | 5228.902 | 5239.004 | 5356.144 | 5573.174 | AIC | 5303.046 | 5260.902 | 5271.004 | 5388.144 | 5605.174 | BIC | 5391.482 | 5349.338 | 5359.44 | 5476.58 | 5693.61 |
| Signif. codes: | 0.001 “” | 0.01 “” | 0.05 “” | 0.1 “.” | |
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