Extensions to Statistical Methods for Analyzing Intensive Multilevel Longitudinal Data Collected by Mobile and Wearable Devices

Qianheng Ma
Ecological Momentary Assessment (EMA) studies aim to explore how subjects’ psychological states or behaviors interact with the real environment. Hand-held devices such as smartphones enable the participants in EMA studies to respond to the prompted assessments or self-initiate the assessments in real time. Besides conventional hand-held devices, wearable devices, e.g., actigraphy, have enabled more accurate and intensive tracking of subject's behaviors such as physical activities (PA). Relevant statistical methods for intensive longitudinal data analysis are...
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