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20172022
most citedPermutation-based Causal Inference Algorithms with Interventions

56 citations · 128 across the 10 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

stat.ME2020★ 5 cited

Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders

Yuhao Wang, Rajen D. Shah

We consider estimation of average treatment effects given observational data with high-dimensional pretreatment variables. Existing methods for this problem typically assume some f…

stat.ML2020★ 23 cited

Joint Inference of Multiple Graphs from Matrix Polynomials

Madeline Navarro, Yuhao Wang, Antonio G. Marques +2

Inferring graph structure from observations on the nodes is an important and popular network science task. Departing from the more common inference of a single graph and motivated…