output
20152026
most citedThe White Matter Query Language: A Novel Approach for Describing Human White Matter Anatomy

223 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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2 papers · 1 filter

stat.ME2018★ 28 cited

Robust and Efficient Semi-Supervised Estimation of Average Treatment Effects with Application to Electronic Health Records Data

David Cheng, Ashwin Ananthakrishnan, Tianxi Cai

We consider the problem of estimating the average treatment effect (ATE) in a semi-supervised learning setting, where a very small proportion of the entire set of observations are…

stat.ME2017★ 15 cited

Estimating Average Treatment Effects with a Double-Index Propensity Score

David Cheng, Abhishek Chakrabortty, Ashwin N. Ananthakrishnan +1

We consider estimating average treatment effects (ATE) of a binary treatment in observational data when data-driven variable selection is needed to select relevant covariates from…