Generalized Multilevel Functional Principal Component Analysis with Application to NHANES Active Inactive Patterns

Xinkai Zhou, Julia Wrobel, Ciprian M. Crainiceanu +1

Between 2011 and 2014 NHANES collected objectively measured physical activity data using wrist-worn accelerometers for tens of thousands of individuals for up to seven days. In thi…