Research Article
Forecasting the Incidence and Prevalence of Patients with End-Stage Renal Disease in Malaysia up to the Year 2040
Table 1
Comparison of forecast error from number of ESRD patients, 1993–2013.
| Method | Incidence | Prevalence | Parameter | RMSE | MAPE | MAE | Parameter | RMSE | MAPE | MAE |
| Naive with trend | — | 165.12 | 3.73 | 116.37 | — | 195.81 | 1.81 | 160.16 | Double exponential smoothing | | 151.33 | 5.64 | 110.87 | | 205.96 | 2.72 | 169.47 | Holt | , | 135.40 | 3.24 | 90.26 | , | 199.78 | 3.09 | 167.14 | ARIMA (0, 2, 1) | — | 135.50 | 2.85 | 87.71 | — | 158.79 | 1.29 | 117.21 |
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