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Table 1 Comparison of time-series forecasting models, using Standard error of the estimate, SSE and Adjusted R2

From: Magnitude, trend, and causes of under-five mortality from Kilite-Awlaelo health demographic surveillance database, northern Ethiopia, 2009–2017

Trend

Prediction Model

Standard error of the estimate

SSE

Adjusted R2

P-Value

Linear Trend

U5MR = 42.3–1.6(year code)

4.83

163.48

0.42

0.036

Quadratic Trend

U5MR = 39.69 + 0.652(year code) - 0.283 (squared year code)

4.81

138.74

0.42

0.080

Exponential Trend

U5MR = 42.76 (0.95coded year)

0.06

0.024

0.44

0.030

Autoregressive model (AR)

U5MR (current year) = 31.29 + 0.10(previous year)

6.81

278.50

−0.16

0.850