From: A demonstration of modeling count data with an application to physical activity
Model
Log-likelihood
AIC
Poisson
- 421.5
871.1
Negative binomial
- 282.8
595.6
Zero-inflated Poisson
- 253.3
562.5
Zero-inflated negative binomial
- 253.5
565.0