Adjusting for bias due to measurement error in functional quantile regression models with error-prone functional and scalar covariates

Xiwei Chen, Yuanyuan Luan, Roger S. Zoh +3

Wearable devices enable the continuous monitoring of physical activity (PA) but generate complex functional data with poorly characterized errors. Most work on functional data view…