most citedIFAA: Robust association identification and Inference For Absolute Abundance in microbiome analyses

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stat.ML2020

Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling

Jessica Gronsbell, Molei Liu, Lu Tian +1

In many contemporary applications, large amounts of unlabeled data are readily available while labeled examples are limited. There has been substantial interest in semi-supervised…

stat.ML2019

Estimation and Validation of Ratio-based Conditional Average Treatment Effects Using Observational Data

Steve Yadlowsky, Fabio Pellegrini, Federica Lionetto +2

While sample sizes in randomized clinical trials are large enough to estimate the average treatment effect well, they are often insufficient for estimation of treatment-covariate i…