36 citations · 139 across the 27 of their papers we have counts for
4 papers · 1 filter
A hidden Markov modeling approach combining objective measure of activity and subjective measure of self-reported sleep to estimate the sleep-wake cycle
Semhar B. Ogbagaber, Yifan Cui, Kaigang Li +2
Characterizing the sleep-wake cycle in adolescents is an important prerequisite to better understand the association of abnormal sleep patterns with subsequent clinical and behavio…
Optimal Treatment Regimes for Proximal Causal Learning
Tao Shen, Yifan Cui
A common concern when a policymaker draws causal inferences from and makes decisions based on observational data is that the measured covariates are insufficiently rich to account…
Demystifying Inferential Models: A Fiducial Perspective
Yifan Cui, Jan Hannig
Inferential models have recently gained in popularity for valid uncertainty quantification. In this paper, we investigate inferential models by exploring relationships between infe…
Proximal Causal Inference for Marginal Counterfactual Survival Curves
Andrew Ying, Yifan Cui, Eric J. Tchetgen Tchetgen
Contrasting marginal counterfactual survival curves across treatment arms is an effective and popular approach for inferring the causal effect of an intervention on a right-censore…