Question on simulation-based diagnostics

From: Chenyan Zhao Date: August 31, 2015 technical Source: cognigen.com
Dear Nonmem users, My question is about simulation-based diagnostics. I am doing external evaluation of predictability on some published models using a therapeutic drug monitoring (TDM) dataset, indicating only troughs (C0) available. As one of the evaluation methods, simulation-based diagnostics are employed. The question is , more precisely described, to choose which diagnostic tool? VPC, pcVPC, pvcPVC, NPDE or etc.? In my situation, that is only troughs from TDM available, which one is better and why? I do understand there are lots of papers discussing on the pros and cons of these various tools, however they just made me confused. I can't tell exactly the preference of any one under a certain situation. Looking forward to your response. Please make sure to let me know should more information about my dataset or my project are needed to make a reasonable and reliable choice. Thank you in advance. Yours, Chenyan Zhao Email: zhaochenyanvictory_at_hotmail.com Mobile: +86 13917430219