Table 1.
Average integrated MSE for γ(t) and average MSE for the non-functional covariates β1, β2 estimated using the variational approximation, taken over 100 simulated datasets. For I = 500, large outlier for the MCMC MSE were removed in the calculation of the average
γ(t) | β1 | β2 | ||
---|---|---|---|---|
I = 100 | VB | .050 | .071 | .051 |
MCMC | .054 | .071 | .051 | |
| ||||
I = 500 | VB | .046 | .008 | .001 |
MCMC | .120 | .008 | .001 |