17 citations · 19 across the 3 of their papers we have counts for
3 papers
stat.ME2022★ 17 cited
Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies
Charlotte Fowler, Xiaoxuan Cai, Justin T. Baker +2
The use of digital devices to collect data in mobile health (mHealth) studies introduces a novel application of time series methods, with the constraint of potential data missing a…
stat.ME2022★ 2 cited
State space model multiple imputation for missing data in non-stationary multivariate time series with application in digital Psychiatry
Xiaoxuan Cai, Xinru Wang, Li Zeng +6
Mobile technology enables unprecedented continuous monitoring of an individual's behavior, social interactions, symptoms, and other health conditions, presenting an enormous opport…
cs.SD2017
Deducing the severity of psychiatric symptoms from the human voice
Rita Singh, Justin Baker, Luciana Pennant +1
Psychiatric illnesses are often associated with multiple symptoms, whose severity must be graded for accurate diagnosis and treatment. This grading is usually done by trained clini…