Search Results for author: Youjin Lee

Found 2 papers, 2 papers with code

Network Dependence Can Lead to Spurious Associations and Invalid Inference

1 code implementation30 Jul 2019 Youjin Lee, Elizabeth L. Ogburn

Researchers across the health and social sciences generally assume that observations are independent, even while relying on convenience samples that draw subjects from one or a small number of communities, schools, hospitals, etc.

Applications

Causal inference, social networks, and chain graphs

3 code implementations12 Dec 2018 Elizabeth L. Ogburn, Ilya Shpitser, Youjin Lee

Traditionally, statistical and causal inference on human subjects relies on the assumption that individuals are independently affected by treatments or exposures.

Methodology

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