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Table 1 Comparison between formulated models and Ideal Model

From: Estimating the incidence of tuberculosis cases reported at a tertiary hospital in Ghana: a time series model approach

No. Models AIC BIC
1. ARIMA(1,0,1) − 32.76 −26.61
2. ARIMA(1,0,2) − 30.81 − 16.87
3. ARIMA(2,0,1) −30.81 −16.88
4. ARIMA(3,0,1) − 28.90 −12.17
5. ARIMA(3,0,2) −27.68 −8.17
6. ARIMA(0,0,1) −13.02 −4.66
7. ARIMA(1,0,0) −17.97 −9.6
8. ARIMA(0,0,2) −16.71 −5.56
9. SARIMA (1,0,1)*(1,0,1)12 −30.55 −13.83
10. SARIMA (1,0,2)*(0,0,1)12 − 29.19 −12.46
11. SARIMA (2,0,1)*(1,0,1)12 −28.67 −9.16
12. SARIMA (2,0,1)*(1,0,0)12 −29.07 −12.35