Search Results for author: Samuel McLean

Found 2 papers, 1 papers with code

On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs

1 code implementation29 Jan 2023 Richard A Watson, Hengrui Cai, Xinming An, Samuel McLean, Rui Song

To characterize this heterogeneity, we first conceptualize heterogeneous causal graphs (HCGs) by generalizing the causal graphical model with confounder-based interactions and multiple mediators.

Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae

no code implementations25 Feb 2022 Lin Ge, Xinming An, Donglin Zeng, Samuel McLean, Ronald Kessler, Rui Song

Adverse posttraumatic neuropsychiatric sequelae (APNS) are common among veterans and millions of Americans after traumatic exposures, resulting in substantial burdens for trauma survivors and society.

Heart Rate Variability Model Selection

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