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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