67 citations · 70 across the 3 of their papers we have counts for
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stat.ME2023★ 2 cited
De-confounding causal inference using latent multiple-mediator pathways
Yubai Yuan, Annie Qu
Causal effect estimation from observational data is one of the essential problems in causal inference. However, most estimation methods rely on the strong assumption that all confo…
stat.ME2016★ 1 cited
Weak Signal Identification and Inference in Penalized Model Selection
Peibei Shi, Annie Qu
Weak signal identification and inference are very important in the area of penalized model selection, yet they are under-developed and not well-studied. Existing inference procedur…