Visual predictive check!
Dear NMusers,
I have a question regarding simulations for a VPC. When a combined residual
error is used it happens that for low concentrations negative values are
simulated. While this is statistically correct, I wonder if it is correct to
use these results for the VPC because the distribution of the observed low
concentrations is truncated by the LLOQ. So the VPC might suggest model
misspecification for lower concentrations. Further, when one wants to use
the model for clinical trial simulation should then the negative (BQL)
values be omitted because they would never appear in reality?
I would like to know how the more experienced NMusers handle this.
Thanks in advance, Andreas.
____________________________
Andreas Lindauer
University of Bonn
Department of Clinical Pharmacy
An der Immenburg 4
D-53121 Bonn
phone:+49 228 73 5781
fax: +49 228 73 9757