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Table 3 Model Fit Characteristics: Log-likelihood and Akaike's Information Criterion

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