Random effect on ALAG between dose events

From: Tingjie Guo Date: August 12, 2020 technical Source: mail-archive.com
Dear NMusers, I'm modeling a PK data set with a discrepancy between the documented dosing time and the actual dosing time. According to our clinical practice, actual dosing time is always >= documented time. I added a ALAG with IIV to address this issue using the following formulation. ALAG1 = THETA(5) * EXP(ETA(5)) This indeed improved the model fitting quite a lot. However, this parameterization does not reflect the reality as I expect the ETAs should vary between each dosing event rather than only between patients. So I expect a "inter dose event variability" would better make sense to this end. Since there are too many dosing events per patients, a IOV-like approach is doable but not preferred. And it may not accurately reflect "inter dose event variability" either. I was wondering if there is any good solution to this problem? Any comments are very much appreciated! Warm regards, Tingjie Guo
Aug 12, 2020 Tingjie Guo Random effect on ALAG between dose events
Aug 12, 2020 Leonid Gibiansky Re: Random effect on ALAG between dose events
Aug 12, 2020 Nick Holford RE: Random effect on ALAG between dose events
Aug 13, 2020 Tingjie Guo Re: Random effect on ALAG between dose events
Aug 13, 2020 James G Wright Re: Random effect on ALAG between dose events