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rivista italiana di economia demografia e statistica - Sieds

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8<br />

Volume LXV n. 1 – Gennaio-Marzo 2011<br />

. (4)<br />

Being model (4) identical to model (2), except for the R parameter that has been<br />

added to the second component, it is clear that, by construction, it cannot perform<br />

worse; but how better can it do at the cost of one more parameter? As it can be seen<br />

from Table 1, for the Australian datasets the scores are almost always just<br />

below those of model (2).<br />

However, more substantial is the improvement in the fit of the Valencia Region<br />

dataset, with scores almost 30% lower. As it can be seen in Figure 2, model (4)<br />

outperforms model (2) in the accidental bump region, although it loses something<br />

by underestimating death at older ages.<br />

Figure 2 – Graduation of mortality data for the Valencia region (1999-2001) using model<br />

(4) (solid line) and model (2) (broken line). The observed qx values are in<strong>di</strong>cated by dots.<br />

log(q x)<br />

-7 -6 -5 -4 -3 -2 -1 0<br />

0 20 40 60 80<br />

The last model we propose takes the component of (4) and the<br />

component of (3)<br />

x

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