2 papers
stat.ME2023
A joint model of the individual mean and within-subject variability of a longitudinal outcome with a competing risks time-to-event outcome
Shanpeng Li, Daniel S. Nuyujukian, Robyn L. McClelland +4
Motivated by a growing body of research emphasizing the importance of modeling within-subject (WS) variability in longitudinal biomarkers and its association with health outcomes,…
stat.ME2021
Semi-parametric estimation of biomarker age trends with endogenous medication use in longitudinal data
Andrew J. Spieker, Joseph A. C. Delaney, Robyn L. McClelland
In cohort studies, non-random medication use can pose barriers to estimation of the natural history trend in a mean biomarker value (namely, the association between a predictor of…