2 citations · 2 across the 9 of their papers we have counts for
4 papers · 1 filter
Distributional Treatment Effect Transportability across Heterogeneous Sites
Borna Bateni, Yubai Yuan, Qi Xu +1
We study distributional transportability of treatment effects in a ``cross-site, one-armed target" design, where both treated and control units are observed in a source site, but o…
Scalable Sample-to-Population Estimation of Hyperbolic Space Models for Hypergraphs
Cornelius Fritz, Yubai Yuan, Michael Schweinberger
Hypergraphs are useful mathematical representations of overlapping and nested subsets of interacting units, including groups of genes or brain regions, economic cartels, political…
Inferring Diffusion Structures of Heterogeneous Network Cascade
Yubai Yuan, Siyu Huang, Abdul Basit Adeel
Network cascade refers to diffusion processes in which outcome changes within part of an interconnected population trigger a sequence of changes across the entire network. These ca…
Double machine learning to estimate the effects of multiple treatments and their interactions
Qingyan Xiang, Yubai Yuan, Dongyuan Song +4
Causal inference literature has extensively focused on binary treatments, with relatively fewer methods developed for multi-valued treatments. In particular, methods for multiple s…