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.