Table 1.
Model selection to analyze the number of antenatal care utilization among mothers of deceased perinate in Ethiopia,2021.
| Name of model | AIC | BIC | lognormal |
|---|---|---|---|
| Poisson regression (PR) | 13784.59 | 13872.04 | −6878.295 (df = 14) |
| Negative binomial regression (NBR) | 13786.64 | 13880.34 | −6878.32 (df = 15) |
| Zero-inflated Poisson model (ZIPR) | 13359.38 | 13534.28 | −6651.691 (df = 28) |
| Hurdle Poisson regression (HPN) | 13359.57 | 13534.47 | 6651.785 (df = 28) |
| Mixed Poisson regression (MPR) | 13441.3 | 13522.5 | −6707.648 (df = 13) |
| Zero-inflated Poisson mixed regression model (fixed effect) (MZIPR.fixed) | 13241.17 | 13330.71 | −6591.585 (df = 29) |
| Hurdle mixed Poisson regression model with only fixed effects (MHPR.fixed) | 13318.44 | 13401.8 | −6632.219 (df = 27) |
| Zero-inflated Poisson mixed model with mixed effects in the zero parts (MZIPR.ERE) | 13013.74 | 13109.45 | −6475.868 (df = 31) |
| Hurdle mixed Poisson model with mixed effects in the zero parts (MHPR.ERE) | 12998.06 | 13081.43 | −6472.031 (df = 27) |