Rebecca Braga De Braganca
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View article: The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols
The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols Open
The ILHBN is funded by the National Institutes of Health to collaboratively study the interactive dynamics of behavior, health, and the environment using Intensive Longitudinal Data (ILD) to (a) understand and intervene on behavior and hea…
View article: BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data. Open
In this paper we present BayesLDM, a library for Bayesian longitudinal data modeling consisting of a high-level modeling language with specific features for modeling complex multivariate time series data coupled with a compiler that can pr…
View article: BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data Open
In this paper we present BayesLDM, a system for Bayesian longitudinal data modeling consisting of a high-level modeling language with specific features for modeling complex multivariate time series data coupled with a compiler that can pro…
View article: Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol
Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol Open
Background: Recent advances in mobile and wearable technologies have led to new forms of interventions, called “Just-in-Time Adaptive Interventions” (JITAI). JITAIs interact with the individual at the most appropriate time and provide the …