Causal estimands and identification of time-varying effects in non-stationary time series from N-of-1 mobile device data

Xiaoxuan Cai, Li Zeng, Charlotte Fowler +5

Mobile technology (mobile phones and wearable devices) generates continuous data streams encompassing outcomes, exposures and covariates, presented as intensive longitudinal or mul…