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Table 2 Model parameter estimation

From: Study on the prediction effect of a combined model of SARIMA and LSTM based on SSA for influenza in Shanxi Province, China

Model

Parameter estimate

Fitting index

AR1

AR2

MA1

SAR1

SAR2

AIC

BIC

(2,1,1)(2,1,0)52

0.577*

0.142*

 − 0.989*

 − 0.700*

 − 0.424*

95.163

117.563

  1. *P ≤ 0.05, the same below