Table 4.
Daily | ARIMA model | Parameter | Estimate | Standard error | p | AIC | SBC |
---|---|---|---|---|---|---|---|
Open Upa | 1st wave | MUb | 0.29 | 1.07 | 0.785 | 129 | 132 |
COVIDc | 0.50 | 0.44 | 0.254 | ||||
COVIDt−1d | −0.89 | 0.44 | 0.042 | ||||
2nd wave | No model fit | ||||||
3rd wave | MU | −0.20 | 1.61 | 0.902 | 399 | 406 | |
AR1e | 0.51 | 0.12 | <0.001 | ||||
COVID | 0.08 | 0.04 | 0.023 | ||||
4th wave | No model fit | ||||||
CMDf | 1st wave | MU | 0.32 | 0.80 | 0.689 | 117 | 120 |
COVID | 0.34 | 0.33 | 0.296 | ||||
COVIDt−1 | −0.68 | 0.33 | 0.040 | ||||
2nd wave | No model fit | ||||||
3rd wave | MU | −0.45 | 1.99 | 0.821 | 368 | 372 | |
AR1 | 0.70 | 0.09 | <0.001 | ||||
4th wave | MU | 0.01 | 0.62 | 0.990 | 387 | 392 | |
AR1 | 0.27 | 0.12 | 0.021 | ||||
NO CMDg | 1st wave | No model fit | |||||
2nd wave | No model fit | ||||||
3rd wave | MU | 0.00 | 0.30 | 1.000 | 280 | 284 | |
COVID | 0.04 | 0.01 | <0.001 | ||||
4th wave | No model fit |
Selected ARIMA model for COVID-mention.
Intercept.
COVID-19 reported cases in Hong Kong.
COVID-19 reported cases in Hong Kong, lagged by one day.
Autoregressive, lagged by one day.
Selected ARIMA model for CMD- mention subgroup.
Selected ARIMA model for non-CMD mention subgroup.