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. 2020 Jun;8(12):758. doi: 10.21037/atm-20-4171

Table 3. Parameters of ARIMA model of urinary tract catheter-related urinary tract infections in the Department of Critical Care Medicine.

Model BIC R2 Root mean square, RMSE Ljuing-Box Q Parameter estimation Error SE t P
Statistics P
ARIMA (1,0,1) 0.757 0.066 1.296 14.517 0.560
   Constant 20.572 20.124 1.022 0.310
   AR (1) 0.379 0.378 1.002 0.320
   MA (1) 0.091 0.407 0.223 0.824
ARIMA (1,0,0) 0.684 0.065 1.288 15.042 0.592
   Constant 20.572 19.319 1.065 0.291
   AR (1) 0.290 0.115 2.518 0.014
ARIMA (0,0,1) 0.714 0.036 1.307 18.537 0.356
   Constant 20.572 18.322 1.123 0.265
   MA (1) −0.317 0.112 −2.825 0.006

ARIMA, autoregressive integrated moving average; BIC, Bayesian Information Criterion.