
172 Current Trends in Bayesian Methodology with Applications
2 4 6 8 10 12 14
5 10 15 20 25
2 4 6 8 10 12 14
5 10 15 20 25
(a)
time
response
(b)
time
response
(c)
Index
KL−distance
0 10 20 30 40 50
0.0 0.2 0.4 0.6 0.8 1.0
0 10 20 30 40 50
0.0 0.2 0.4 0.6 0.8 1.0
(d)
Index
KL−distance
FIGURE 8.4
Simulated data . (a) Unperturbed individual profiles. (b) Perturbed individual
profiles. (c) KL distance under the normal SME model for the unperturbed
data. (d) KL distance under the normal SME model for the perturbed data.
only consider the KL dis tance in our analysis. Figure 8.4 (Panel a) presents
the unperturbed simulated profiles as a function of time, while Figure ...