Journal of Big Data

Table 2 Model selection criteria for the count regression models

From: The best statistical model to estimate predictors of under-five mortality in Ethiopia

Model	Def.	AIC	BIC	Deviance
Poisson	32	30218.3	30460.7	30154.3
NB	33	30198.2	30448.1	30132.2
ZIP	50	29746.6	30125.3	29646.6
ZINB	51	29737.1	30123.3	29635.1
HP	50	29457	29828	29359
HNB	51	29427	29813.2	29325

AIC, Akaike’sinformation criterion; BIC, Bayesian information criterion; HNB, hurdle negative binomial; HP; Hurdle Poisson: NB, negative binomial; ZINB, zero-inflated negative binomial; ZIP, zero-inflated Poisson

Back to article page