1 code implementation • 29 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.
no code implementations • 25 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.