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Table 2 Comparison of SARIMA models

From: Time series analysis of mumps and meteorological factors in Beijing, China

 

Model A

Model B

β

SE(β)

T

P-value

β

SE(β)

T

P-value

AR1

-0.707

0.177

4.005

<0.001

0.945

0.027

35.645

<0.001

MA1

0.778

0.154

5.057

<0.001

-1.000

0.016

62.893

<0.001

SAR1

-0.454

0.060

7.576

<0.001

/

SMA1

/

-0.688

0.057

12.148

<0.001

Log likelihood

 

19.61

  

34.98

 

df

 

9

  

9

 

P-value of Ljung-Box Q test

 

0.341

  

0.437

 

AIC

 

-33.22

  

-63.96