Hierarchical Probabilistic Principal Component Analysis of Longitudinal Data

Xinyu Zhang, Ameer Qaqish, D. Y. Lin +1

In many longitudinal studies, a large number of variables are measured repeatedly over time, with substantial missing data. Existing methods, such as probabilistic principal compon…