Overall mean | Sample size: 100 | Sample size: 300 | Sample size: 600 | ||||||
---|---|---|---|---|---|---|---|---|---|
squared error | FU: 2 years | FU: 3 years | FU: 4 years | FU: 2 years | FU: 3 years | FU: 4 years | FU: 2 years | FU: 3 years | FU: 4 years |
Damped trend, local level | 0.51 | 0.34 | 0.42 | 0.23 | 0.38 | 0.29 | 0.26 | 0.41 | 0.27 |
Current practice | 1.01 | 1.19 | 1.26 | 0.94 | 1.15 | 1.19 | 0.90 | 1.12 | 1.15 |
Royston-Parmar model | 1.98 | 2.38 | 1.87 | 2.21 | 2.38 | 1.50 | 2.25 | 2.36 | 1.40 |
Damped trend, global level | 3.75 | 4.98 | 2.36 | 7.88 | 2.29 | 0.52 | 8.07 | 1.41 | 0.35 |
Local trend, local level | 3.33 | 4.41 | 2.96 | 6.86 | 4.13 | 1.26 | 9.18 | 3.39 | 0.71 |
Local trend, global level | 6.03 | 7.12 | 4.27 | 15.61 | 6.67 | 1.36 | 18.04 | 4.65 | 0.57 |
Generalised additive model | 32.89 | 18.16 | 6.85 | 18.49 | 6.59 | 2.12 | 20.27 | 4.09 | 1.53 |
Fractional polynomial: order 1 | 312.40 | 103.82 | 22.49 | 326.43 | 41.25 | 8.61 | 331.78 | 35.71 | 9.14 |
Fractional polynomial: order 2 | 531.90 | 258.30 | 147.35 | 205.23 | 55.05 | 85.21 | 121.62 | 24.07 | 65.57 |
Overall bias | |||||||||
 Damped trend, local level | 0.38 | −0.03 | − 0.19 | − 0.12 | − 0.35 | − 0.40 | − 0.30 | −0.30 | − 0.31 |
 Current practice | −0.36 | − 0.37 | − 0.35 | − 0.55 | −0.55 | − 0.54 | −0.60 | − 0.58 | −0.56 |
 Royston-Parmar model | −0.92 | −1.07 | − 1.10 | − 1.07 | − 1.10 | − 1.11 | −0.88 | − 0.79 | −0.77 |
 Damped trend, global level | −0.35 | − 1.83 | − 1.80 | − 1.17 | −0.78 | − 0.56 | −0.76 | − 0.18 | −0.14 |
 Local trend, local level | −0.93 | − 1.80 | −2.14 | − 1.32 | −1.36 | − 1.23 | −1.06 | − 0.64 | − 0.48 |
 Local trend, global level | − 1.36 | − 2.85 | −3.13 | −1.73 | − 1.72 | −1.30 | − 1.31 | − 0.45 | − 0.11 |
 Generalised additive model | −1.55 | −2.18 | − 1.99 | − 0.06 | − 0.09 | 0.05 | 0.15 | 0.31 | 0.23 |
 Fractional polynomial: order 1 | −10.52 | −11.87 | − 12.24 | −5.36 | −4.10 | − 3.91 | −2.37 | −1.75 | − 1.83 |
 Fractional polynomial: order 2 | −5.45 | −8.03 | −6.72 | 1.45 | − 0.79 | −1.84 | 4.05 | 3.53 | 3.08 |