Research Interests:
Inference methods for applications in wearable devices in clinical and sports settings
Longitudinal and missing data
Sequential multiple assignment randomized trials (SMARTs)
Dynamic treatment regimes
mHealth applications
Methods for early stopping and interim analysis in clinical trials
Publications:
Manschot, C., Hector E.C. (2022+) Functional Regression with Intensively Measured Longitudinal Outcomes: A New Lens through Data Partitioning. arXiv. arXiv:2207.13014. Paper. In review.
Manschot C., Laber E.B., Davidian, M. (2023) Interim Monitoring of Sequential Multiple Assignment Randomized Trials Using Partial Information. Biometrics, in press.
Manschot C., Hector E.C. (2023+) Modeling Massive and Missing Wearable Device Data. In preparation.