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 “.”