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Table 3 AIC and BIC of regression models fitted on data generated with Poisson regression model

From: A comparison of statistical methods for modeling count data with an application to hospital length of stay

 

AIC

BIC

Sample Size

Poisson

NB

ZIP

ZINB

Poisson

NB

ZIP

ZINB

50

260.88

266.12

266.88

267.92

266.6152

273.3131

278.3513

280.1757

200

1032.82

1042.64

1038.82

1040.18

1042.7200

1054.9800

1058.6100

1061.4600

600

3092.07

3107.19

3098.07

3100.35

3105.2600

3123.6300

3124.4500

3128.8100

1000

5151.60

5173.91

5157.60

5160.71

5166.3200

5192.7200

5187.0400

5192.5700