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10/10/2022
Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies
The use of digital devices to collect data in mobile health (mHealth) st...
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06/29/2022
State space model multiple imputation for missing data in non-stationary multivariate time series with application in digital Psychiatry
Mobile technology enables unprecedented continuous monitoring of an indi...
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02/26/2021
A multistate approach for mediation analysis in the presence of semi-competing risks with application in cancer survival disparities
We propose a novel methodology to quantify the effect of stochastic inte...
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04/24/2019
A Cross-validated Ensemble Approach to Robust Hypothesis Testing of Continuous Nonlinear Interactions: Application to Nutrition-Environment Studies
Gene-environment and nutrition-environment studies often involve testing...
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02/27/2019
Bayesian data fusion for unmeasured confounding
Bayesian causal inference offers a principled approach to policy evaluat...
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11/26/2018
Bayesian kernel machine causal mediation analysis
Exposure to complex mixtures is a real-world scenario. As such, it is im...
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11/16/2018