Dynamic factor analysis for sparse and irregular longitudinal data: an application to metabolite measurements in a COVID-19 study

Jiachen Cai, Robert J. B. Goudie, Brian D. M. Tom

It is of scientific interest to identify essential biomarkers in biological processes underlying diseases to facilitate precision medicine. Factor analysis (FA) has long been used…