Table 1.
Country and Measure | Method | ||
---|---|---|---|
Lee-Carter | Lee-Carter, Rotated (Li et al.) | Bohk and Rau | |
Validation 1 (ref. years: 1965–1990; forecast years: 1991–2009) | |||
Italy | |||
e 0 | 0.003 | 0.003 | 0.005 |
0.019 | 0.015 | 0.014 | |
Japan | |||
e 0 | 0.002 | 0.003 | 0.002 |
0.087 | 0.080 | 0.034 | |
Denmark | |||
e 0 | 0.008 | 0.007 | 0.006 |
0.065 | 0.054 | 0.009 | |
Validation 2 (ref. years: 1960–1985; forecast years: 1986–2009) | |||
Italy | |||
e 0 | 0.010 | 0.010 | 0.002 |
0.029 | 0.021 | 0.018 | |
Japan | |||
e 0 | 0.002 | 0.002 | 0.004 |
0.092 | 0.076 | 0.014 | |
Denmark | |||
e 0 | 0.005 | 0.004 | 0.017 |
0.094 | 0.077 | 0.021 | |
Validation 3 (ref. years: 1955–1980; forecast years: 1981–2009) | |||
Italy | |||
e 0 | 0.014 | 0.014 | 0.002 |
0.027 | 0.019 | 0.012 | |
Japan | |||
e 0 | 0.009 | 0.009 | 0.003 |
0.118 | 0.092 | 0.022 | |
Denmark | |||
e 0 | 0.007 | 0.008 | 0.029 |
0.048 | 0.033 | 0.023 | |
Validation 4 (ref. years: 1950–1975; forecast years: 1976–2009) | |||
Italy | |||
e 0 | 0.018 | 0.018 | 0.008 |
0.032 | 0.023 | 0.053 | |
Japan | |||
e 0 | 0.018 | 0.018 | 0.012 |
0.131 | 0.094 | 0.032 | |
Denmark | |||
e 0 | 0.015 | 0.014 | 0.035 |
0.020 | 0.018 | 0.043 |
Note: MAPEs are shown for four validating settings that all forecast mortality until 2009, but they use different historical periods.